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Müller Fiedler A, Almeida T, Vasconcellos FDN, Morell A, de Monaco BA, Anghinah R, Cordeiro JG. Fitness-to-drive after adult civilian traumatic brain injury: protocol for a systematic review and meta-analysis. Neurosurg Rev 2023; 46:324. [PMID: 38048009 DOI: 10.1007/s10143-023-02228-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 11/06/2023] [Accepted: 11/24/2023] [Indexed: 12/05/2023]
Abstract
Traumatic brain injury (TBI) poses significant challenges for assessing fitness-to-drive (FTD) and determining the appropriate timing for return-to-driving (RTD) in civilian adults. This systematic review and meta-analysis protocol is designed to offer a comprehensive assessment of RTD timelines post-TBI, examining the effects of injury severity as well as demographic and clinical factors that influence driving capabilities. In response to gaps identified in previous literature-namely, the absence of recent systematic search strategies and thorough quality assessments-this study employs rigorous methodologies for literature search, data extraction, and evaluation of study quality. Our approach aims to provide reliable estimates and detailed analyses of subgroups within the TBI population. The findings aim to support clinical decision-making, inform RTD readiness, and potentially impact policy and driving assessment protocols. Ultimately, this review seeks to contribute to public safety measures, reduce traffic-related harm, and improve life outcomes for individuals recovering from TBI, thereby filling a vital research niche in neurotrauma rehabilitation.
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Affiliation(s)
| | - Timoteo Almeida
- Department of Neurological Surgery, University of Miami Hospital, Miami, FL, USA
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Fernando De Nigris Vasconcellos
- Department of Neurological Surgery, University of Miami Hospital, Miami, FL, USA
- Department of Neurological Surgery, University of Texas Health Science, McGovern Medical School, Houston, TX, USA
| | - Alexis Morell
- Department of Neurological Surgery, University of Miami Hospital, Miami, FL, USA
| | - Bernardo Assumpção de Monaco
- Department of Neurological Surgery, University of Miami Hospital, Miami, FL, USA
- Department of Neurology, Neurosurgery Division, Clinics Hospital, University of São Paulo Medical School, São Paulo, Brazil
| | - Renato Anghinah
- Department of Neurological Surgery, University of Miami Hospital, Miami, FL, USA
- Department of Neurology, Clinics Hospital, University of São Paulo Medical School, São Paulo, Brazil
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Coelho F, Noleto GS, Solla DJF, Martins PN, Andrade AF, Teixeira MJ, Paiva WS, Anghinah R. Functional improvements associated with cranioplasty after stroke and traumatic brain injury: a cohort study. BRAIN IMPAIR 2023; 24:721-731. [PMID: 38167367 DOI: 10.1017/brimp.2023.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
OBJECTIVE Decompressive craniectomy is part of the acute management of several neurosurgical illnesses, and is commonly followed by cranioplasty. Data are still scarce on the functional and cognitive outcomes following cranioplasty. We aim to evaluate these outcomes in patients who underwent cranioplasty following traumatic brain injury (TBI) or stroke. METHODS In this prospective cohort, we assessed 1-month and 6-month neuropsychological and functional outcomes in TBI and stroke patients who underwent cranioplasty at a Brazilian tertiary center. The primary outcome was the change in the Digits Test at 1 and 6 months after cranioplasty. Repeated measures general linear models were employed to assess the patients' evolution and interactions with baseline characteristics. Effect size was estimated by the partial η2. RESULTS A total of 20 TBI and 14 stroke patients were included (mean age 42 ± 14 years; 52.9% male; average schooling 9.5 ± 3.8 years; 91.2% right-handed). We found significant improvements in the Digits Tests up to 6 months after cranioplasty (p = 0.004, partial η2 = 0.183), as well as in attention, episodic memory, verbal fluency, working memory, inhibitory control, visuoconstructive and visuospatial abilities (partial η2 0.106-0.305). We found no interaction between the cranioplasty effect and age, sex or schooling. Patients submitted to cranioplasty earlier (<1 year) after injury had better outcomes. CONCLUSION Cognitive and functional outcomes improved after cranioplasty following decompressive craniectomy for stroke or TBI. This effect was consistent regardless of age, sex, or education level and persisted after 6 months. Some degree of spontaneous improvement might have contributed to the results.
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Affiliation(s)
- F Coelho
- Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil
| | - G S Noleto
- Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil
| | - D J F Solla
- Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil
| | - P N Martins
- Faculty of Medicine, Juiz de Fora Medical School, Juiz DE Fora, Brazil
| | - A F Andrade
- Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil
| | - M J Teixeira
- Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil
| | - W S Paiva
- Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil
| | - R Anghinah
- Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil
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3
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Aranha MR, Coutinho AM, Carneiro CDG, Pastorello BF, Studart-Neto A, Guariglia CC, Tsunemi MH, Moreira ELS, Ianof JN, Anghinah R, Nitrini R, Cerri GG, Fortea J, Buchpiguel CA, Leite CC. Brain glucose metabolism and gray matter volume in retired professional soccer players: a cross-sectional [18F]FDG-PET/MRI study. Arq Neuropsiquiatr 2023; 81:433-443. [PMID: 37257463 DOI: 10.1055/s-0043-1768666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
BACKGROUND Professional soccer athletes are exposed to repetitive head impacts and are at risk of developing chronic traumatic encephalopathy. OBJECTIVE To evaluate regional brain glucose metabolism (rBGM) and gray matter (GM) volume in retired soccer players (RSPs). METHODS Male RSPs and age and sex-matched controls prospectively enrolled between 2017 and 2019 underwent neurological and neuropsychological evaluations, brain MRI and [18F]FDG-PET in a 3.0-Tesla PET/MRI scanner. Visual analysis was performed by a blinded neuroradiologist and a blinded nuclear physician. Regional brain glucose metabolism and GM volume were assessed using SPM8 software. Groups were compared using appropriate statistical tests available at SPM8 and R. RESULTS Nineteen RSPs (median [IQR]: 62 [50-64.5] years old) and 20 controls (60 [48-73] years old) were included. Retired soccer players performed worse on mini-mental state examination, digit span, clock drawing, phonemic and semantic verbal fluency tests, and had reduced rBGM in the left temporal pole (pFDR = 0.008) and the anterior left middle temporal gyrus (pFDR = 0.043). Semantic verbal fluency correlated with rBGM in the right hippocampus, left temporal pole, and posterior left middle temporal gyrus (p ≤ 0.042). Gray matter volume reduction was observed in similar anatomic regions but was less extensive and did not survive correction for multiple comparisons (pFDR ≥ 0.085). Individual [18F]FDG-PET visual analysis revealed seven RSPs with overt hypometabolism in the medial and lateral temporal lobes, frontal lobes, and temporoparietal regions. Retired soccer players had a higher prevalence of septum pellucidum abnormalities on MRI. CONCLUSION Retired soccer players had reduced rBGM and GM volume in the temporal lobes and septum pellucidum abnormalities, findings possibly related to repetitive head impacts.
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Affiliation(s)
- Mateus Rozalem Aranha
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Radiologia, São Paulo SP, Brazil
- Universidade de São Paulo, Faculdade de Medicina, Centro de Medicina Nuclear, São Paulo SP, Brazil
- Universidad Autónoma de Barcelona, Institut de Recerca, Hospital de la Santa Creu i Sant Pau, Facultad de Medicina, Barcelona, Spain
| | - Artur Martins Coutinho
- Universidade de São Paulo, Faculdade de Medicina, Centro de Medicina Nuclear, São Paulo SP, Brazil
| | - Camila de Godoi Carneiro
- Universidade de São Paulo, Faculdade de Medicina, Centro de Medicina Nuclear, São Paulo SP, Brazil
| | | | - Adalberto Studart-Neto
- Universidade de São Paulo, Departamento de Neurologia, Faculdade de Medicina, São Paulo SP, Brazil
| | - Carla Cristina Guariglia
- Universidade de São Paulo, Departamento de Neurologia, Faculdade de Medicina, São Paulo SP, Brazil
| | - Miriam Harumi Tsunemi
- Universidade Estadual Paulista, Departamento de Bioestatística, Instituto de Biociências, Botucatu SP, Brazil
| | | | - Jéssica Natuline Ianof
- Universidade de São Paulo, Departamento de Neurologia, Faculdade de Medicina, São Paulo SP, Brazil
| | - Renato Anghinah
- Universidade de São Paulo, Departamento de Neurologia, Faculdade de Medicina, São Paulo SP, Brazil
| | - Ricardo Nitrini
- Universidade de São Paulo, Departamento de Neurologia, Faculdade de Medicina, São Paulo SP, Brazil
| | - Giovanni Guido Cerri
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Radiologia, São Paulo SP, Brazil
| | - Juan Fortea
- Universidad Autónoma de Barcelona, Institut de Recerca, Hospital de la Santa Creu i Sant Pau, Facultad de Medicina, Barcelona, Spain
- Fundación Catalana de Síndrome de Down, Barcelona, Spain
- Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas, Madrid, Spain
| | | | - Claudia Costa Leite
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Radiologia, São Paulo SP, Brazil
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Parra‐Rodriguez MA, Prado P, Moguilner S, Herzog RA, Birba A, Santamaría‐García HA, Tagliazucchi E, Reyes PA, Cruzat JA, García AM, Whelan R, Lopera F, Ochoa JF, Anghinah R, Ibáñez A. The EuroLaD‐EEG consortium: towards a global EEG platform for dementia, for seeking to reduce the regional impact of dementia. Alzheimers Dement 2022. [DOI: 10.1002/alz.059944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
| | - Pavel Prado
- Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de, Chile Chile
| | - Sebastian Moguilner
- Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de, Chile Chile
| | - Ruben A Herzog
- Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago de, Chile Chile
| | | | | | | | | | | | | | - Robert Whelan
- Trinity College Dublin Dublin Ireland
- Global Brain Health Institute Dublin Ireland
| | - Francisco Lopera
- Grupo de Neurociencias de Antioquia, Universidad de Antioquia Medellin Colombia
| | - John F Ochoa
- Grupo Neuropsicología y Conducta ‐ GRUNECO of Universidad de Antioquia Medellin Colombia
| | | | - Agustin Ibáñez
- Cognitive Neuroscience Center (CNC), Universidad de San Andrés Buenos Aires Argentina
- Global Brain Health Institute, University of California San Francisco USA
- Universidad Adolfo Ibanez, Santiago de, Chile Chile
- Trinity College Dublin Ireland
- Instituto de Neurociencia Cognitiva y Traslacional (INCyT) Buenos Aires Argentina
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Kelly KM, Anghinah R, Kullmann A, Ashmore RC, Synowiec AS, Gibson LC, Manfrinati L, de Araújo A, Spera RR, Brucki SMD, Tuma RL, Braverman A, Kiderman A. Oculomotor, vestibular, reaction time, and cognitive tests as objective measures of neural deficits in patients post COVID-19 infection. Front Neurol 2022; 13:919596. [PMID: 36188407 PMCID: PMC9516636 DOI: 10.3389/fneur.2022.919596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 08/09/2022] [Indexed: 11/26/2022] Open
Abstract
Objective An alarming proportion (>30%) of patients affected by SARS-CoV-2 (COVID-19) continue to experience neurological symptoms, including headache, dizziness, smell and/or taste abnormalities, and impaired consciousness (brain fog), after recovery from the acute infection. These symptoms are self-reported and vary from patient to patient, making it difficult to accurately diagnose and initiate a proper treatment course. Objective measures to identify and quantify neural deficits underlying the symptom profiles are lacking. This study tested the hypothesis that oculomotor, vestibular, reaction time, and cognitive (OVRT-C) testing using eye-tracking can objectively identify and measure functional neural deficits post COVID-19 infection. Methods Subjects diagnosed with COVID-19 (n = 77) were tested post-infection with a battery of 20 OVRT-C tests delivered on a portable eye-tracking device (Neurolign Dx100). Data from 14 tests were compared to previously collected normative data from subjects with similar demographics. Post-COVID subjects were also administered the Neurobehavioral Symptom Inventory (NSI) for symptom evaluation. Results A significant percentage of post COVID-19 patients (up to 86%) scored outside the norms in 12 out of 14 tests, with smooth pursuit and optokinetic responses being most severely affected. A multivariate model constructed using stepwise logistic regression identified 6 metrics as significant indicators of post-COVID patients. The area under the receiver operating characteristic curve (AUC) was 0.89, the estimated specificity was 98% (with cutoff value of 0.5) and the sensitivity was 88%. There were moderate but significant correlations between NSI domain key variables and OVRT-C tests. Conclusions This study demonstrates the feasibility of OVRT-C testing to provide objective measures of neural deficits in people recovering from COVID-19 infection. Such testing may serve as an efficient tool for identifying hidden neurological deficits post COVID-19, screening patients at risk of developing long COVID, and may help guide rehabilitation and treatment strategies.
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Affiliation(s)
- Kevin M. Kelly
- Neurology Department, Allegheny Health Network, Pittsburgh, PA, United States
| | - R. Anghinah
- Neurology Department at Clinical Hospital of Medical School of University of Sáo Paulo, Sáo Paulo, Brazil
- Medical Department of Athletes Union of Sáo Paulo, Sáo Paulo, Brazil
| | - A. Kullmann
- Neurolign USA LLC, A Subsidiary of Neurolign Technologies Inc., Pittsburgh, PA, United States
| | - R. C. Ashmore
- Neurolign USA LLC, A Subsidiary of Neurolign Technologies Inc., Pittsburgh, PA, United States
| | - A. S. Synowiec
- Neurology Department, Allegheny Health Network, Pittsburgh, PA, United States
| | - L. C. Gibson
- Neurolign USA LLC, A Subsidiary of Neurolign Technologies Inc., Pittsburgh, PA, United States
- *Correspondence: L. C. Gibson
| | - L. Manfrinati
- Neurology Department at Clinical Hospital of Medical School of University of Sáo Paulo, Sáo Paulo, Brazil
- Medical Department of Athletes Union of Sáo Paulo, Sáo Paulo, Brazil
| | - A. de Araújo
- Neurology Department at Clinical Hospital of Medical School of University of Sáo Paulo, Sáo Paulo, Brazil
| | - R. R. Spera
- Neurology Department at Clinical Hospital of Medical School of University of Sáo Paulo, Sáo Paulo, Brazil
| | - S. M. D. Brucki
- Neurology Department at Clinical Hospital of Medical School of University of Sáo Paulo, Sáo Paulo, Brazil
| | - R. L. Tuma
- Neurology Department at Clinical Hospital of Medical School of University of Sáo Paulo, Sáo Paulo, Brazil
| | - A. Braverman
- Neurolign USA LLC, A Subsidiary of Neurolign Technologies Inc., Pittsburgh, PA, United States
| | - A. Kiderman
- Neurolign USA LLC, A Subsidiary of Neurolign Technologies Inc., Pittsburgh, PA, United States
- A. Kiderman
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6
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Drage R, Escudero J, Parra MA, Scally B, Anghinah R, De Araujo AVL, Basile LF, Abasolo D. A novel deep learning approach using AlexNet for the classification of electroencephalograms in Alzheimer's Disease and Mild Cognitive Impairment. Annu Int Conf IEEE Eng Med Biol Soc 2022; 2022:3175-3178. [PMID: 36085668 DOI: 10.1109/embc48229.2022.9871497] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Alzheimer's Disease (AD) is the most common form of dementia. Mild Cognitive Impairment (MCI) is the term given to the stage describing prodromal AD and represents a 'risk factor' in early-stage AD diagnosis from normal cognitive decline due to ageing. The electroencephalogram (EEG) has been studied extensively for AD characterization, but reliable early-stage diagnosis continues to present a challenge. The aim of this study was to introduce a novel way of classifying between AD patients, MCI subjects, and age-matched healthy control (HC) subjects using EEG-derived feature images and deep learning techniques. The EEG recordings of 141 age-matched subjects (52 AD, 37 MCI, 52 HC) were converted into 2D greyscale images representing the Pearson correlation coefficients and the distance Lempel-Ziv Complexity (dLZC) between the 21 EEG channels. Each feature type was computed from EEG epochs of 1s, 2s, 5s and 10s segmented from the original recording. The CNN architecture AlexNet was modified and employed for this three-way classification task and a 70/30 split was used for training and validation with each of the different epoch lengths and EEG-derived images. Whilst a maximum classification accuracy of 73.49% was obtained using dLZC-derived images from 10s epochs as input to the model, the classification accuracy reached 98.13% using the images obtained from Pearson correlation coefficients and 5s epochs. Clinical Relevance- The preliminary findings from this study show that deep learning applied to the analysis of the EEG can classify subjects with accuracies close to 100.
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7
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De Araújo AVL, Areza-Fegyveres R, Guariglia CC, Ianof JN, Baratho RM, Demario JLC, Watanabe RGS, Anghinah R. Level of knowledge and misconceptions about brain concussion in Brazilian adults. Arq Neuropsiquiatr 2021; 79:469-477. [PMID: 34320052 DOI: 10.1590/0004-282x-anp-2019-0436] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 08/04/2020] [Indexed: 11/22/2022]
Abstract
BACKGROUND Brain concussion (BC) is seen as a public health priority due to its high incidence and morbidity rate, among thousands of people around the world. There are needs for fast identification, accurate diagnosis and correct management in order to reduce the short and long-term problems relating to BC. Proper knowledge of BC in the population and among clinicians is a critical factor in achieving this. OBJECTIVES To evaluate the level of self-reported BC knowledge and gaps/misconceptions, and to identify variables correlated with this level. METHODS A cross-sectional descriptive survey was performed. A Brain Concussion Knowledge Questionnaire (BCKQ) that had been created to capture data was widely distributed. Total scores, domain partial scores and percentages of correct and incorrect answers were calculated to ascertain the level of knowledge relating to BC. RESULTS The sample was formed by 1,247 Brazilian adults (age: 41.7±11.8 years). Partial scores of the BCKQ revealed the existence of poor knowledge and misconceptions in all domains of the questionnaire, especially regarding questions about recovery from and management of BC. Moderate correlations between BCKQ scores and professions (p=0.312; P=0.00) or previous brain concussion knowledge (p=0.489; P=0.00) were observed. In a multiple linear regression model, age, profession and sports practice were predictors of BC knowledge. CONCLUSION This first study to analyze the level of BC knowledge in a sample of Brazilian adults suggests that poor knowledge and misconceptions are present. Thus, meaningful and useful information was provided by this study for developing health education programs about BC for the population in order to improve fast diagnosis and correct BC management.
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Affiliation(s)
| | - Renata Areza-Fegyveres
- Universidade de São Paulo, Ambulatório de Reabilitação Cognitiva Pós-Trauma Cranioencefálico, São Paulo, SP, Brazil
| | - Carla Cristina Guariglia
- Universidade de São Paulo, Ambulatório de Reabilitação Cognitiva Pós-Trauma Cranioencefálico, São Paulo, SP, Brazil
| | - Jéssica Natuline Ianof
- Universidade de São Paulo, Ambulatório de Reabilitação Cognitiva Pós-Trauma Cranioencefálico, São Paulo, SP, Brazil
| | | | | | - Rafael Gustavo Sato Watanabe
- Universidade de São Paulo, Ambulatório de Reabilitação Cognitiva Pós-Trauma Cranioencefálico, São Paulo, SP, Brazil
| | - Renato Anghinah
- Universidade de São Paulo, Ambulatório de Reabilitação Cognitiva Pós-Trauma Cranioencefálico, São Paulo, SP, Brazil
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8
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Brucki SMD, Adoni T, Almeida CMO, Andrade DCD, Anghinah R, Barbosa LM, Bazan R, Carvalho AADS, Carvalho W, Christo PP, Coletta MD, Conforto AB, Correa-Neto Y, Engelhardt E, França Junior MC, Franco C, VON Glehn F, Gomes HR, Houly CGDB, Kaup AO, Kowacs F, Kanashiro A, Lopes VG, Maia D, Manreza M, Martinez ARM, Martinez SCG, Nader SN, Neves LDO, Okamoto IH, Oliveira RAAD, Peixoto FDM, Pereira CB, Saba RA, Sampaio LPDB, Schilling LP, Silva MTT, Silva ER, Smid J, Soares CN, Sobreira-Neto M, Sousa NADC, Souza LCD, Teive HAG, Terra VC, Vale M, Vieira VMG, Zanoteli E, Prado G. Cannabinoids in Neurology - Position paper from Scientific Departments from Brazilian Academy of Neurology. Arq Neuropsiquiatr 2021; 79:354-369. [PMID: 34133518 DOI: 10.1590/0004-282x-anp-2020-0432] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 12/08/2020] [Indexed: 01/02/2023]
Abstract
Cannabinoids comprehend endocannabinoids, phytocannabinoids, and synthetic cannabinoids, with actions both in the central and peripherical nervous systems. A considerable amount of publications have been made in recent years, although cannabis has been known for over a thousand years. Scientific Departments from the Brazilian Academy of Neurology described evidence for medical use in their areas. Literature is constantly changing, and possible new evidence can emerge in the next days or months. Prescription of these substances must be discussed with patients and their families, with knowledge about adverse events and their efficacy.
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Affiliation(s)
- Sonia Maria Dozzi Brucki
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil.,Hospital Santa Marcelina, Departamento de Neurologia, São Paulo SP, Brazil
| | - Tarso Adoni
- Hospital Sírio-Libanês, Núcleo de Neurociências, São Paulo SP, Brazil.,Hospital Heliópolis, Departamento de Neurologia, São Paulo SP, Brazil
| | - Carlos Mauricio Oliveira Almeida
- Universidade Estadual do Amazonas, Departamento de Neurologia, Manaus AM, Brazil.,Universidade de São Paulo, Faculdade de Medicina de Ribeirão Preto, Ribeirão Preto SP, Brazil
| | - Daniel Ciampi de Andrade
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil
| | - Renato Anghinah
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil
| | - Luciana Mendonça Barbosa
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil
| | - Rodrigo Bazan
- Universidade Estadual Paulista "Júlio de Mesquita Filho", Faculdade de Ciências Médicas e Biológicas de Botucatu, Hospital das Clínicas, Departamento de Neurologia, Psicologia e Psiquiatria, Botucatu SP, Brazil
| | | | - William Carvalho
- Hospital Geral de Goiânia Dr Alberto Rassi, Departamento de Neurologia, Goiânia GO, Brazil
| | - Paulo Pereira Christo
- Santa Casa de Belo Horizonte, Departamento de Neurologia, Belo Horizonte MG, Brazil.,Universidade Federal de Minas Gerais, Hospital das Clínicas, Departamento de Neurologia, Belo Horizonte MG, Brazil
| | - Marcus Della Coletta
- Universidade do Estado do Amazonas, Escola Superior de Ciências da Saúde, Manaus AM, Brazil
| | - Adriana Bastos Conforto
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil
| | | | - Eliasz Engelhardt
- Universidade Federal do Rio de Janeiro, Instituto de Neurologia Deolindo Couto, Departamento de Neurologia, Rio de Janeiro RJ, Brazil
| | | | | | - Felipe VON Glehn
- Universidade Estadual de Campinas, Instituto de Biologia, Genética, Imunologia e Bioagentes, Campinas SP, Brazil
| | - Helio Rodrigues Gomes
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil
| | | | | | - Fernando Kowacs
- Universidade Federal de Ciências da Saúde de Porto Alegre, Departamento de Clínica Médica, Porto Alegre RS, Brazil.,Hospital Moinhos de Vento, Serviço de Neurologia e Neurocirurgia, Porto Alegre RS, Brazil
| | | | - Victor Gonçalves Lopes
- Hospital Federal dos Servidores do Estado, Departamento de Neurologia, São Paulo SP, Brazil
| | - Débora Maia
- Universidade Federal de Minas Gerais, Hospital das Clínicas, Departamento de Neurologia, Belo Horizonte MG, Brazil
| | - Maria Manreza
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil
| | | | | | - Saulo Nardy Nader
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil
| | | | | | - Rogério Adas Ayres de Oliveira
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil
| | - Fabiano de Melo Peixoto
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil
| | - Cristiana Borges Pereira
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil
| | - Roberta Arb Saba
- Universidade Federal de São Paulo, Departamento de Neurologia, São Paulo SP, Brazil.,Hospital do Servidor Público Estadual, Departamento de Neurologia, São Paulo SP, Brazil
| | | | - Lucas Porcello Schilling
- Pontifícia Universidade Católica do Rio Grande do Sul, São Lucas Hospital, Instituto do Cérebro, Porto Alegre RS, Brazil
| | | | - Emanuelle Roberta Silva
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil.,Hospital Sírio-Libanês, Núcleo de Neurociências, São Paulo SP, Brazil
| | - Jerusa Smid
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil
| | | | - Manoel Sobreira-Neto
- Universidade Federal do Ceará, Faculdade de Medicina, Departamento de Medicina Clínica, Fortaleza CE, Brazil
| | | | - Leonardo Cruz de Souza
- Universidade Federal de Minas Gerais, Faculdade de Medicina, Grupo de Pesquisa em Neurologia Cognitiva e do Comportamento, Belo Horizonte MG, Brazil
| | | | | | - Matheus Vale
- Faculdade de Medicina do ABC, Departamento de Neurologia, Santo André SP, Brazil
| | | | - Edmar Zanoteli
- Universidade de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Departamento de Neurologia, São Paulo SP, Brazil.,Universidade Federal de São Paulo, Escola Paulista de Medicina, Departamento de Neurologia, São Paulo SP, Brazil
| | - Gilmar Prado
- Universidade Federal de São Paulo, Departamento de Neurologia, São Paulo SP, Brazil
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Huggins CJ, Escudero J, Parra MA, Scally B, Anghinah R, Vitória Lacerda De Araújo A, Basile LF, Abasolo D. Deep learning of resting-state electroencephalogram signals for three-class classification of Alzheimer's disease, mild cognitive impairment and healthy ageing. J Neural Eng 2021; 18. [PMID: 34044374 DOI: 10.1088/1741-2552/ac05d8] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 05/27/2021] [Indexed: 11/12/2022]
Abstract
Objective.This study aimed to produce a novel deep learning (DL) model for the classification of subjects with Alzheimer's disease (AD), mild cognitive impairment (MCI) subjects and healthy ageing (HA) subjects using resting-state scalp electroencephalogram (EEG) signals.Approach.The raw EEG data were pre-processed to remove unwanted artefacts and sources of noise. The data were then processed with the continuous wavelet transform, using the Morse mother wavelet, to create time-frequency graphs with a wavelet coefficient scale range of 0-600. The graphs were combined into tiled topographical maps governed by the 10-20 system orientation for scalp electrodes. The application of this processing pipeline was used on a data set of resting-state EEG samples from age-matched groups of 52 AD subjects (82.3 ± 4.7 years of age), 37 MCI subjects (78.4 ± 5.1 years of age) and 52 HA subjects (79.6 ± 6.0 years of age). This resulted in the formation of a data set of 16197 topographical images. This image data set was then split into training, validation and test images and used as input to an AlexNet DL model. This model was comprised of five hidden convolutional layers and optimised for various parameters such as learning rate, learning rate schedule, optimiser, and batch size.Main results.The performance was assessed by a tenfold cross-validation strategy, which produced an average accuracy result of 98.9 ± 0.4% for the three-class classification of AD vs MCI vs HA. The results showed minimal overfitting and bias between classes, further indicating the strength of the model produced.Significance.These results provide significant improvement for this classification task compared to previous studies in this field and suggest that DL could contribute to the diagnosis of AD from EEG recordings.
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Affiliation(s)
- Cameron J Huggins
- Centre for Biomedical Engineering, Department of Mechanical Engineering Sciences, Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, United Kingdom
| | - Javier Escudero
- School of Engineering, Institute for Digital Communications, University of Edinburgh, Edinburgh, United Kingdom
| | - Mario A Parra
- School of Psychological Sciences and Health, University of Strathclyde, Glasgow, United Kingdom
| | - Brian Scally
- Institute of Psychological Sciences, University of Leeds, Leeds, United Kingdom
| | - Renato Anghinah
- Reference Center of Behavioural Disturbances and Dementia, School of Medicine, University of São Paulo, São Paulo, Brazil.,Traumatic Brain Injury Cognitive Rehabilitation Out-Patient Center, University of São Paulo, São Paulo, Brazil
| | | | - Luis F Basile
- Division of Neurosurgery, University of São Paulo Medical School, University of São Paulo, São Paulo, Brazil
| | - Daniel Abasolo
- Centre for Biomedical Engineering, Department of Mechanical Engineering Sciences, Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, United Kingdom
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Basile LFH, Sato JR, Pasquini HA, Velasques B, Ribeiro P, Anghinah R. Individual versus task differences in slow potential generators. Neurol Sci 2021; 42:3781-3789. [PMID: 33454832 DOI: 10.1007/s10072-021-05062-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 01/12/2021] [Indexed: 10/22/2022]
Abstract
Average slow potentials (SPs) can be computed from any voluntary task, minimally involving attention to anticipated stimuli. Their topography when recorded by large electrode arrays even during simple tasks is complex, multifocal, and its generators appear to be equally multifocal and highly variable across subjects. Various sources of noise of course contaminate such averages and must contribute to the topographic complexity. Here, we report a study in which the non-averaged SP band (0 to 1 Hz) was analyzed by independent components (ICA), from 256 channel recordings of 18 subjects, during four task conditions (resting, visual attention, CPT, and Stroop). We intended to verify whether the replicable SP generators (between two separate day sessions) modeled as current density reconstruction on structural MRI sets were individual-specific, and if putative task-related differences were systematic across subjects. Typically, 3 ICA components (out of 10) explained SPs in each task and subject, and their combined generators were highly variable across subjects: although some occipito-temporal and medial temporal areas contained generators in most subjects; the overall patterns were obviously variable, with no single area common to all 18 subjects. Linear regression modeling to compare combined generators (from all ICA components) between tasks and sessions showed significantly higher correlations between the four tasks than between sessions for each task. Moreover, it was clear that no common task-specific areas could be seen across subjects. Those results represent one more instance in which individual case analyses favor the hypothesis of individual-specific patterns of cortical activity, regardless of task conditions. We discuss this hypothesis with respect to results from the beta band, from individual-case fMRI studies, and its corroboration by functional neurosurgery and the neuropsychology of focal lesions.
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Affiliation(s)
- Luis F H Basile
- Laboratory of Psychophysiology, Faculdade da Saúde, UMESP, São Paulo, SP, Brazil. .,Division of Neurosurgery, Department of Neurology, University of São Paulo Medical School, São Paulo, SP, Brazil.
| | - João R Sato
- Center of Mathematics, Computation and Cognition, Universidade Federal do ABC, Santo André, SP, Brazil
| | - Henrique A Pasquini
- Laboratory of Psychophysiology, Faculdade da Saúde, UMESP, São Paulo, SP, Brazil
| | - Bruna Velasques
- Department of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Pedro Ribeiro
- Department of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Renato Anghinah
- Department of Neurology, University of São Paulo Medical School, São Paulo, SP, Brazil
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Aranha MR, Coutinho AM, Carneiro CDG, Neto AS, Tsunemi M, Moreira ELS, Ianof JN, Anghinah R, Nitrini R, Cerri GG, Fortea J, Buchpiguel CA, Leite CDC. Regional brain glucose metabolism and gray matter volumetry for the evaluation of chronic traumatic encephalopathy in retired male soccer players: An [18F]FDG‐PET/MRI study. Alzheimers Dement 2020. [DOI: 10.1002/alz.043090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Mateus Rozalem Aranha
- Memory Unit Department of Neurology Hospital de la Santa Creu i Sant Pau Biomedical Research Institute Sant Pau Universitat Autònoma de Barcelona Barcelona Spain
- Institute of Radiology University of São Paulo Medical School São Paulo Brazil
| | | | | | | | - Miriam Tsunemi
- Institute of Biosciences Universidade Estadual Paulista Botucatu Brazil
| | | | | | | | - Ricardo Nitrini
- Biobank for aging studies of the University of São Paulo São Paulo Brazil
| | | | - Juan Fortea
- CIBERNED Network Center for Biomedical Research in Neurodegenerative Diseases National Institute of Health Carlos III Madrid Spain
| | - Carlos A Buchpiguel
- Hospital das Clínicas of University of São Paulo Medical School São Paulo Brazil
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Araújo A, Areza-Fegyveres R, Guariglia C, Natuline lanof J, Baratho R, Demario J, Watanabe R, Anghinah R. Use of a Questionnaire to Measure Concussion Knowledge in Brazilian adults. Neurology 2019. [DOI: 10.1212/01.wnl.0000580904.86843.9c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
ObjectiveWe aimed to evaluate the self-reported concussion knowledge of the general population, to observe and describe any gaps in the knowledge and misconceptions, and to identify the variables that influence the concussion knowledge.BackgroundConcussion represents 80–90% of Traumatic Brain Injury (TBI) causes and its higher incidence is related to sports. The United States Centers for Disease Control estimates a TBI annual incidence ranging from 1.6 to 3.8 million cases, including concussions related to sport. Thus, it is seen as a public health priority. Adequate general population knowledge is a critical issue to correct diagnosis and management of concussion.Design/MethodsWe conducted a cross-sectional descriptive survey. A Concussion knowledge Questionnaire (CKQ) was created to capture data on concussion identification and causes, concussion consequences, recovery and management, and sport-related concussion The number of the sample correct and incorrect answers was calculated to measure the percent of concussion knowledge by CKQ domain.ResultsThe sample was formed by 1247 Brazilian adults with a mean age of 41.7 (±11.8) years and high level of schooling. The total score in the CKQ was a mean of 20 (±10) points, which corresponds to a rate of 41.6% of correct answers. Thus, there is poor knowledge in all domains of the CKQ. Only 35.5% of correct answers were registered regarding the main symptoms of a concussion. Similarly, the higher number of incorrect answers was related to questions about recovery and management of a concussion.ConclusionsOur study is the first to examine the concussion knowledge in a sample of Brazilian adults and provide useful information for development of concussion education programs. Our findings suggest very poor concussion knowledge in sample studied. More larger and meaningful research is needed to investigate the concussion knowledge and the variables that may interfere in the knowledge of the Brazilian general.
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Lanof JN, Areza-Fegyveres R, Guariglia C, Freire F, Nadruz P, Cerasi A, Leite C, Pastorello B, Cerri GG, Anghinah R. Chronic traumatic encephalopathy – a study in Brazilian retired soccer players. Neurology 2019. [DOI: 10.1212/01.wnl.0000580932.14660.5b] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
ObjectiveEvaluate the neurological, neuopsychological and electroencephalogram (EEG) findings in a cohort of retired soccer players.BackgroundChronic traumatic encephalopathy (CTE) is considered to be a consequence of exposure to repeated head traumas, but evidence suggests that a single moderate or severe traumatic brain injury can also induce progressive neuropathological changes.Design/MethodsProspective observational study that evaluated 26 retired soccer players and 14 controls. The retired athletes and controls were submitted to neurological evaluation, neuropsychological evaluation and EEG.ResultsIn general, the soccer players performed well in tests, within the normal range. 15 soccer players had a history of previous TBI/concussion. In the retired group the average age was 60.4 years (55.7 in the CG), average of 11.7 schooling years (13.7 in the CG). The average results in MMSE was 26.6 (29 in the CG), the average digit span in backwards was 3.1 (3.8 in the CG), the average verbal fluency for animals was 15.6 (24 in the CG) and the average clock-drawing test was 8.96 (9 in the CG). Visual EEG analysis showed a predominance of posterior alpha activity between 9.0 and 12.0 Hz (mean 10.3 Hz) in the soccer participants and 11 Hz in the control group (CG). The analysis wiht low resolution electromagnetic tomography (LORETA) showed that 11 soccer players had hippocampal asymmetry (5 had less activity in the right hippocampus and 6 had less activity in the left hippocampus).ConclusionsAlthough the performance of the athletes in the tests was within the normal range, the means were always inferior to those of the controls. Almost half of the players presented asymmetry in the analysis by LORETA, although visual EEG analysis was normal. This may indicate that EEG changes may be earlier and more sensitive than clinical changes. These data are preliminary and further analysis are needed.
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Anghinah R, Paiva WS, Falk TH, Fregni F. Editorial: NEUROTRAUMA: From Emergency Room to Back to Day-by-Day Life. Front Neurol 2018; 9:776. [PMID: 30283396 PMCID: PMC6156256 DOI: 10.3389/fneur.2018.00776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 08/27/2018] [Indexed: 11/25/2022] Open
Affiliation(s)
- Renato Anghinah
- Department of Neurology, Universidade de São Paulo, São Paulo, Brazil
- *Correspondence: Renato Anghinah
| | | | - Tiago Henrique Falk
- Centre Énergie, Matériaux, Télécommunications, Institut National de la Recherche Scientifique, Quebec, QC, Canada
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Anghinah R, Amorim RLOD, Paiva WS, Schmidt MT, Ianof JN. Traumatic brain injury pharmacological treatment: recommendations. Arq Neuro-Psiquiatr 2018; 76:100-103. [DOI: 10.1590/0004-282x20170196] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Accepted: 11/21/2017] [Indexed: 11/21/2022]
Abstract
ABSTRACT This article presents the recommendations on the pharmacological treatment employed in traumatic brain injury (TBI) at the outpatient clinic of the Cognitive Rehabilitation after TBI Service of the Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, Brazil. A systematic assessment of the consensus reached in other countries, and of articles on TBI available in the PUBMED and LILACS medical databases, was carried out. We offer recommendations of pharmacological treatments in patients after TBI with different symptoms.
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16
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Grinberg LT, Anghinah R, Nascimento CF, Amaro E, Leite RP, Martin MDGM, Naslavsky MS, Takada LT, Filho WJ, Pasqualucci CA, Nitrini R. Chronic Traumatic Encephalopathy Presenting as Alzheimer's Disease in a Retired Soccer Player. J Alzheimers Dis 2018; 54:169-74. [PMID: 27472879 DOI: 10.3233/jad-160312] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The relationship between soccer and chronic traumatic encephalopathy (CTE) is not well established. We report clinicopathological correlations in an 83-year-old retired center-back soccer player, with no history of concussion, manifesting typical Alzheimer-type dementia. Examination revealed mixed pathology including widespread CTE, moderate Alzheimer's disease, hippocampal sclerosis, and TDP-43 proteinopathy. This case adds to a few CTE cases described in soccer players. Furthermore, it corroborates that CTE may present clinically as typical Alzheimer-type dementia. Further studies investigating the extent to which soccer is a risk for CTE are needed.
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Affiliation(s)
- Lea T Grinberg
- Memory and Aging Center, University of California, San Francisco, San Francisco, CA, USA.,Department of Pathology - LIM-22, University of São Paulo Medical School, São Paulo, Brazil.,Hospital Albert Einstein, São Paulo, Brazil
| | - Renato Anghinah
- Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil
| | | | - Edson Amaro
- Institute of Radiology, University of São Paulo Medical School, São Paulo, Brazil
| | - Renata P Leite
- Division of Geriatrics, University of São Paulo Medical School, São Paulo, Brazil
| | | | - Michel S Naslavsky
- Human Genome Research Center, University of São Paulo, São Paulo, Brazil
| | - Leonel T Takada
- Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil
| | - Wilson Jacob Filho
- Division of Geriatrics, University of São Paulo Medical School, São Paulo, Brazil
| | - Carlos A Pasqualucci
- Department of Pathology - LIM-22, University of São Paulo Medical School, São Paulo, Brazil
| | - Ricardo Nitrini
- Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil
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17
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Jorge MS, Spindola L, Katata JHB, Anghinah R. Alpha band EEG coherence in healthy nonagenarians. Arq Neuro-Psiquiatr 2017; 75:609-613. [DOI: 10.1590/0004-282x20170102] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Accepted: 06/20/2017] [Indexed: 11/22/2022]
Abstract
ABSTRACT Electroencephalographic (EEG) coherence is a parameter that enables evaluation of cerebral connectivity. It may be related to the functional state of the brain. In the elderly, it may reflect the neuronal loss caused by aging. Objective To describe characteristics of coherence in nonagenarians. Methods We evaluated interhemispheric coherence for the alpha band in 42 cognitively normal individuals aged 90 to 101 years. Coherence values in the occipital electrode (O1O2), in the resting state with closed eyes, were calculated by means of spectral analysis using digital EEG EMSA 32 channels, 12 bits and a frequency of 200 Hz. Results The mean coherence value for the alpha band at O1O2 was 0.65 (SD 0.13). No significant differences were found between men and women. Conclusions The findings from this study did not show any decrease in interhemispheric coherence for the alpha band in cognitively normal nonagenarians. This may be useful as a standard value for this age group.
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18
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Ianof JN, Fraga FJ, Ferreira LA, Ramos RT, Demario JLC, Baratho R, Basile LFH, Nitrini R, Anghinah R. Comparative analysis of the electroencephalogram in patients with Alzheimer's disease, diffuse axonal injury patients and healthy controls using LORETA analysis. Dement Neuropsychol 2017; 11:176-185. [PMID: 29213509 PMCID: PMC5710686 DOI: 10.1590/1980-57642016dn11-020010] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Alzheimer's disease (AD) is a dementia that affects a large contingent of the elderly population characterized by the presence of neurofibrillary tangles and senile plaques. Traumatic brain injury (TBI) is a non-degenerative injury caused by an external mechanical force. One of the main causes of TBI is diffuse axonal injury (DAI), promoted by acceleration-deceleration mechanisms. Objective To understand the electroencephalographic differences in functional mechanisms between AD and DAI groups. Methods The study included 20 subjects with AD, 19 with DAI and 17 healthy adults submitted to high resolution EEG with 128 channels. Cortical sources of EEG rhythms were estimated by exact low-resolution electromagnetic tomography (eLORETA) analysis. Results The eLORETA analysis showed that, in comparison to the control (CTL) group, the AD group had increased theta activity in the parietal and frontal lobes and decreased alpha 2 activity in the parietal, frontal, limbic and occipital lobes. In comparison to the CTL group, the DAI group had increased theta activity in the limbic, occipital sublobar and temporal areas. Conclusion The results suggest that individuals with AD and DAI have impairment of electrical activity in areas important for memory and learning.
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Affiliation(s)
- Jéssica Natuline Ianof
- Neurology Department, University of São Paulo Medical School Hospital (FMUSP-HC), São Paulo, SP, Brazil
| | - Francisco José Fraga
- Engineering, Modeling and Applied Social Sciences Center (CECS) - Federal University of ABC (UFABC), São Paulo, SP, Brazil
| | - Leonardo Alves Ferreira
- Engineering, Modeling and Applied Social Sciences Center (CECS) - Federal University of ABC (UFABC), São Paulo, SP, Brazil
| | | | - José Luiz Carlos Demario
- Department of Actuarial and Quantitative Methods - Pontifical Catholic of São Paulo, São Paulo, SP, Brazil
| | - Regina Baratho
- Department of Actuarial and Quantitative Methods - Pontifical Catholic of São Paulo, São Paulo, SP, Brazil
| | - Luís Fernando Hindi Basile
- Neurology Department, University of São Paulo Medical School Hospital (FMUSP-HC), São Paulo, SP, Brazil.,Laboratory of Psychophysiology - Methodist University of São Paulo, São Paulo, SP, Brazil
| | - Ricardo Nitrini
- Neurology Department, University of São Paulo Medical School Hospital (FMUSP-HC), São Paulo, SP, Brazil
| | - Renato Anghinah
- Neurology Department, University of São Paulo Medical School Hospital (FMUSP-HC), São Paulo, SP, Brazil
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19
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Cassani R, Falk TH, Fraga FJ, Cecchi M, Moore DK, Anghinah R. Towards automated electroencephalography-based Alzheimer’s disease diagnosis using portable low-density devices. Biomed Signal Process Control 2017. [DOI: 10.1016/j.bspc.2016.12.009] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Abstract
Traumatic brain injury (TBI) is a silent epidemic. Mild traumatic brain injury
(mTBI) causes brain injury that results in electrophysiologic abnormalities
visible on electroencephalography (EEG) recordings. The purpose of this brief
review was to discuss the importance of EEG findings in traumatic brain injury.
Relevant articles published during the 1996-2016 period were retrieved from
Medline (PubMed). The keywords were in English and included "traumatic brain
injury", "EEG" and "quantitative EEG". We found 460 articles, analyzed 52 and
selected 13 articles. EEG after TBI shows slowing of the posterior dominant
rhythm and increased diffuse theta slowing, which may revert to normal within
hours or may clear more slowly over many weeks. There are no clear EEG or
quantitative EEG (qEEG) features unique to mild traumatic brain injury. Although
the literature indicates the promise of qEEG in reaching a diagnosis and
indicating prognosis of mTBI, further study is needed to corroborate and refine
these methods.
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Affiliation(s)
| | - Renato Anghinah
- Department of Neurology, University of São Paulo Medical School, São Paulo SP - Brazil
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21
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Simis M, Doruk D, Imamura M, Anghinah R, Morales-Quezada L, Fregni F, Battistella LR. Neurophysiologic predictors of motor function in stroke. Restor Neurol Neurosci 2016; 34:45-54. [PMID: 26518670 DOI: 10.3233/rnn-150550] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
PURPOSE Understanding the neural mechanisms of stroke recovery is of paramount importance for neurorehabilitation. METHODS For this purpose, we analyzed several TMS and EEG variables and their association with motor recovery. Thirty-five subjects with chronic stroke were recruited. The neurophysiological examination included assessments by transcranial magnetic stimulation (TMS), intra- and inter-hemispheric EEG coherence in different frequency bands (e.g. alpha (8-13 Hz)) as determined by quantitative electroencephalography (qEEG). Motor function was measured by Fugl-Meyer (FM). Multiple univariate and multivariate linear regression analyses were performed to identify the predictors for FM. RESULTS Multivariate analyses, showed a significant interaction effect of motor threshold (MT) in the lesioned hemisphere and beta coherence in the unlesioned hemisphere. This interaction suggests that higher beta activity in the unlesioned hemisphere strengthens the negative association between MT and FM scores. CONCLUSIONS Our results suggest that MT in the lesioned hemisphere is the strongest predictors of motor recovery after stroke. Moreover, cortical activity in the unlesioned hemisphere measured by qEEG provides additional information, specifying the association between MT and FM scores. Therefore, complementary application of EEG and TMS can help constitute a better model of the lesioned and the unlesioned hemispheres that supports the importance of bihemispheric activity in recovery.
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Affiliation(s)
- Marcel Simis
- Physical and Rehabilitation Medicine Institute of the University of Sao Paulo Medical School General Hospital, Brazil.,Laboratory of Neuromodulation, Spaulding Rehabilitation Hospital and Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Deniz Doruk
- Laboratory of Neuromodulation, Spaulding Rehabilitation Hospital and Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Marta Imamura
- Physical and Rehabilitation Medicine Institute of the University of Sao Paulo Medical School General Hospital, Brazil
| | - Renato Anghinah
- Physical and Rehabilitation Medicine Institute of the University of Sao Paulo Medical School General Hospital, Brazil
| | - Leon Morales-Quezada
- Laboratory of Neuromodulation, Spaulding Rehabilitation Hospital and Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Felipe Fregni
- Physical and Rehabilitation Medicine Institute of the University of Sao Paulo Medical School General Hospital, Brazil.,Laboratory of Neuromodulation, Spaulding Rehabilitation Hospital and Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Linamara Rizzo Battistella
- Physical and Rehabilitation Medicine Institute of the University of Sao Paulo Medical School General Hospital, Brazil
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22
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Doruk D, Simis M, Imamura M, Brunoni AR, Morales-Quezada L, Anghinah R, Fregni F, Battistella LR. Neurophysiologic Correlates of Post-stroke Mood and Emotional Control. Front Hum Neurosci 2016; 10:428. [PMID: 27625600 PMCID: PMC5003880 DOI: 10.3389/fnhum.2016.00428] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2016] [Accepted: 08/09/2016] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Emotional disturbance is a common complication of stroke significantly affecting functional recovery and quality of life. Identifying relevant neurophysiologic markers associated with post-stroke emotional disturbance may lead to a better understanding of this disabling condition, guiding the diagnosis, development of new interventions and the assessments of treatment response. METHODS Thirty-five subjects with chronic stroke were enrolled in this study. The emotion sub-domain of Stroke Impact Scale (SIS-Emotion) was used to assess post-stroke mood and emotional control. The relation between SIS-Emotion and neurophysiologic measures was assessed by using covariance mapping and univariate linear regression. Multivariate analyses were conducted to identify and adjust for potential confounders. Neurophysiologic measures included power asymmetry and coherence assessed by electroencephalography (EEG); and motor threshold, intracortical inhibition (ICI) and intracortical facilitation (ICF) measured by transcranial magnetic stimulation (TMS). RESULTS Lower scores on SIS-Emotion was associated with (1) frontal EEG power asymmetry in alpha and beta bands, (2) central EEG power asymmetry in alpha and theta bands, and (3) lower inter-hemispheric coherence over frontal and central areas in alpha band. SIS-Emotion also correlated with higher ICF and MT in the unlesioned hemisphere as measured by TMS. CONCLUSIONS To our knowledge, this is the first study using EEG and TMS to index neurophysiologic changes associated with post-stroke mood and emotional control. Our results suggest that inter-hemispheric imbalance measured by EEG power and coherence, as well as an increased ICF in the unlesioned hemisphere measured by TMS might be relevant markers associated with post-stroke mood and emotional control which can guide future studies investigating new diagnostic and treatment modalities in stroke rehabilitation.
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Affiliation(s)
- Deniz Doruk
- Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School Boston, MA, USA
| | - Marcel Simis
- Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical SchoolBoston, MA, USA; Physical and Rehabilitation Medicine Institute of the University of São Paulo, Medical School General HospitalSão Paulo, Brazil
| | - Marta Imamura
- Physical and Rehabilitation Medicine Institute of the University of São Paulo, Medical School General Hospital São Paulo, Brazil
| | - André R Brunoni
- Service of Interdisciplinary Neuromodulation, Laboratory of Neurosciences (LIM-27), Department and Institute of Psychiatry, University of São Paulo São Paulo, Brazil
| | - Leon Morales-Quezada
- Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School Boston, MA, USA
| | - Renato Anghinah
- Physical and Rehabilitation Medicine Institute of the University of São Paulo, Medical School General Hospital São Paulo, Brazil
| | - Felipe Fregni
- Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical SchoolBoston, MA, USA; Physical and Rehabilitation Medicine Institute of the University of São Paulo, Medical School General HospitalSão Paulo, Brazil
| | - Linamara R Battistella
- Physical and Rehabilitation Medicine Institute of the University of São Paulo, Medical School General Hospital São Paulo, Brazil
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Rolim TDS, Fabri GMC, Nitrini R, Anghinah R, Teixeira MJ, Siqueira JTTD, Cesari JAF, Siqueira SRDTD. Evaluation of patients with Alzheimer's disease before and after dental treatment. Arq Neuro-Psiquiatr 2014; 72:919-24. [DOI: 10.1590/0004-282x20140140] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2013] [Accepted: 08/21/2014] [Indexed: 11/22/2022]
Abstract
Oral infections may play a role in Alzheimer's disease (AD). Objective To describe the orofacial pain, dental characteristics and associated factors in patients with Alzheimer's Disease that underwent dental treatment. Method 29 patients with mild AD diagnosed by a neurologist were included. They fulfilled the Mini Mental State Exam and Pfeffer's questionnaire. A dentist performed a complete evaluation: clinical questionnaire; research diagnostic criteria for temporomandibular disorders; McGill pain questionnaire; oral health impact profile; decayed, missing and filled teeth index; and complete periodontal investigation. The protocol was applied before and after the dental treatment. Periodontal treatments (scaling), extractions and topic nystatin were the most frequent. Results There was a reduction in pain frequency (p=0.014), mandibular functional limitations (p=0.011) and periodontal indexes (p<0.05), and an improvement in quality of life (p=0.009) and functional impairment due to cognitive compromise (p<0.001) after the dental treatment. Orofacial complaints and intensity of pain also diminished. Conclusion The dental treatment contributed to reduce co-morbidities associated with AD and should be routinely included in the assessment of these patients.
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de Souza Rolim T, Fabri GMC, Nitrini R, Anghinah R, Teixeira MJ, de Siqueira JTT, Cestari JAF, de Siqueira SRDT. Oral infections and orofacial pain in Alzheimer's disease: a case-control study. J Alzheimers Dis 2014; 38:823-9. [PMID: 24077432 DOI: 10.3233/jad-131283] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Dental infections are frequent and have recently been implicated as a possible risk factor for Alzheimer's disease (AD). Despite a lack of studies investigating orofacial pain in this patient group, dental conditions are known to be a potential cause of pain and to affect quality of life and disease progression. OBJECTIVES To evaluate oral status, mandibular function and orofacial pain in patients with mild AD versus healthy subjects matched for age and gender. METHODS Twenty-nine patients and 30 control subjects were evaluated. The protocol comprised a clinical questionnaire and dental exam, research diagnostic criteria for temporomandibular disorders, the McGill Pain Questionnaire, the decayed, missing, and filled teeth index, and included a full periodontal evaluation. AD signs and symptoms as well as associated factors were evaluated by a trained neurologist. RESULTS A higher prevalence of orofacial pain (20.7%, p < 0.001), articular abnormalities in temporomandibular joints (p < 0.05), and periodontal infections (p = 0.002) was observed in the study group compared to the control group. CONCLUSION Orofacial pain and periodontal infections were more frequent in patients with mild AD than in healthy subjects. Orofacial pain screening and dental and oral exams should be routinely performed in AD patients in order to identify pathological conditions that need treatment thus improving quality of life compromised due to dementia.
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Affiliation(s)
- Thaís de Souza Rolim
- Orofacial Team, Hospital das Clínicas, and Neurology Department, School of Medicine, University of São Paulo, Brazil
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Kanda PAM, Trambaiolli LR, Lorena AC, Fraga FJ, Basile LFI, Nitrini R, Anghinah R. Clinician's road map to wavelet EEG as an Alzheimer's disease biomarker. Clin EEG Neurosci 2014; 45:104-12. [PMID: 24131618 DOI: 10.1177/1550059413486272] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Alzheimer's disease (AD) is considered the main cause of dementia in Western countries. Consequently, there is a need for an accurate, universal, specific and cost-effective biomarker for early AD diagnosis, to follow disease progression and therapy response. This article describes a new diagnostic approach to quantitative electroencephalogram (QEEG) diagnosis of mild and moderate AD. The data set used in this study was composed of EEG signals recorded from 2 groups: (S1) 74 normal subjects, 33 females and 41 males (mean age 67 years, standard deviation = 8) and (S2) 88 probable AD patients (NINCDS-ADRDA criteria), 55 females and 33 males (mean age 74.7 years, standard deviation = 7.8) with mild to moderate symptoms (DSM-IV-TR). Attention is given to sample size and the use of state of the art open source tools (LetsWave and WEKA) to process the EEG data. This innovative technique consists in associating Morlet wavelet filter with a support vector machine technique. A total of 111 EEG features (attributes) were obtained for 162 probands. The results were accuracy of 92.72% and area under the curve of 0.92 (percentage split test). Most important, comparing a single patient versus the total data set resulted in accuracy of 84.56% (leave-one-patient-out test). Particular emphasis was on clinical diagnosis and feasibility of implementation of this low-cost procedure, because programming knowledge is not required. Consequently, this new method can be useful to support AD diagnosis in resource-limited settings.
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Cassani R, Falk TH, Fraga FJ, Kanda PAM, Anghinah R. The effects of automated artifact removal algorithms on electroencephalography-based Alzheimer's disease diagnosis. Front Aging Neurosci 2014; 6:55. [PMID: 24723886 PMCID: PMC3971195 DOI: 10.3389/fnagi.2014.00055] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2013] [Accepted: 03/06/2014] [Indexed: 11/13/2022] Open
Abstract
Over the last decade, electroencephalography (EEG) has emerged as a reliable tool for the diagnosis of cortical disorders such as Alzheimer's disease (AD). EEG signals, however, are susceptible to several artifacts, such as ocular, muscular, movement, and environmental. To overcome this limitation, existing diagnostic systems commonly depend on experienced clinicians to manually select artifact-free epochs from the collected multi-channel EEG data. Manual selection, however, is a tedious and time-consuming process, rendering the diagnostic system “semi-automated.” Notwithstanding, a number of EEG artifact removal algorithms have been proposed in the literature. The (dis)advantages of using such algorithms in automated AD diagnostic systems, however, have not been documented; this paper aims to fill this gap. Here, we investigate the effects of three state-of-the-art automated artifact removal (AAR) algorithms (both alone and in combination with each other) on AD diagnostic systems based on four different classes of EEG features, namely, spectral, amplitude modulation rate of change, coherence, and phase. The three AAR algorithms tested are statistical artifact rejection (SAR), blind source separation based on second order blind identification and canonical correlation analysis (BSS-SOBI-CCA), and wavelet enhanced independent component analysis (wICA). Experimental results based on 20-channel resting-awake EEG data collected from 59 participants (20 patients with mild AD, 15 with moderate-to-severe AD, and 24 age-matched healthy controls) showed the wICA algorithm alone outperforming other enhancement algorithm combinations across three tasks: diagnosis (control vs. mild vs. moderate), early detection (control vs. mild), and disease progression (mild vs. moderate), thus opening the doors for fully-automated systems that can assist clinicians with early detection of AD, as well as disease severity progression assessment.
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Affiliation(s)
- Raymundo Cassani
- Institut National de la Recherche Scientifique, Centre Énergie, Matériaux, Télécommunications, University of Quebec Montreal, QC, Canada
| | - Tiago H Falk
- Institut National de la Recherche Scientifique, Centre Énergie, Matériaux, Télécommunications, University of Quebec Montreal, QC, Canada
| | - Francisco J Fraga
- Institut National de la Recherche Scientifique, Centre Énergie, Matériaux, Télécommunications, University of Quebec Montreal, QC, Canada ; Engineering, Modelling and Applied Social Sciences Center, Universidade Federal do ABC São Paulo, Brazil
| | - Paulo A M Kanda
- Reference Center of Behavioural Disturbances and Dementia, School of Medicine, Universidade de São Paulo São Paulo, Brazil
| | - Renato Anghinah
- Reference Center of Behavioural Disturbances and Dementia, School of Medicine, Universidade de São Paulo São Paulo, Brazil
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Ianof JN, Freire FR, Calado VTG, Lacerda JR, Coelho F, Veitzman S, Schmidt MT, Machado S, Velasques B, Ribeiro P, Basile LFH, Paiva WS, Amorim R, Anghinah R. Sport-related concussions. Dement Neuropsychol 2014; 8:14-19. [PMID: 29213874 PMCID: PMC5619443 DOI: 10.1590/s1980-57642014dn81000003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Traumatic brain injury (TBI) is a major cause of lifelong disability and death
worldwide. Sport-related traumatic brain injury is an important public health
concern. The purpose of this review was to highlight the importance of
sport-related concussions. Concussion refers to a transient alteration in
consciousness induced by external biomechanical forces transmitted directly or
indirectly to the brain. It is a common, although most likely underreported,
condition. Contact sports such as American football, rugby, soccer, boxing,
basketball and hockey are associated with a relatively high prevalence of
concussion. Various factors may be associated with a greater risk of
sport-related concussion, such as age, sex, sport played, level of sport played
and equipment used. Physical complaints (headache, fatigue, dizziness),
behavioral changes (depression, anxiety, irritability) and cognitive impairment
are very common after a concussion. The risk of premature return to activities
includes the prolongation of post-concussive symptoms and increased risk of
concussion recurrence.
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Affiliation(s)
- Jéssica Natuline Ianof
- Center of Cognitive Rehabilitation after Traumatic Brain Injury of the Neurology Department of Hospital das Clinicas of the University of São Paulo, São Paulo, Brazil
| | - Fabio Rios Freire
- Center of Cognitive Rehabilitation after Traumatic Brain Injury of the Neurology Department of Hospital das Clinicas of the University of São Paulo, São Paulo, Brazil.,Neurology and Neurosurgery Service at Hospital Samaritano, São Paulo, Brazil
| | - Vanessa Tomé Gonçalves Calado
- Center of Cognitive Rehabilitation after Traumatic Brain Injury of the Neurology Department of Hospital das Clinicas of the University of São Paulo, São Paulo, Brazil.,Neurology and Neurosurgery Service at Hospital Samaritano, São Paulo, Brazil
| | - Juliana Rhein Lacerda
- Center of Cognitive Rehabilitation after Traumatic Brain Injury of the Neurology Department of Hospital das Clinicas of the University of São Paulo, São Paulo, Brazil.,Neurology and Neurosurgery Service at Hospital Samaritano, São Paulo, Brazil
| | - Fernanda Coelho
- Center of Cognitive Rehabilitation after Traumatic Brain Injury of the Neurology Department of Hospital das Clinicas of the University of São Paulo, São Paulo, Brazil.,Neurology and Neurosurgery Service at Hospital Samaritano, São Paulo, Brazil
| | - Silvia Veitzman
- Center of Cognitive Rehabilitation after Traumatic Brain Injury of the Neurology Department of Hospital das Clinicas of the University of São Paulo, São Paulo, Brazil.,Neurology and Neurosurgery Service at Hospital Samaritano, São Paulo, Brazil
| | - Magali Taino Schmidt
- Center of Cognitive Rehabilitation after Traumatic Brain Injury of the Neurology Department of Hospital das Clinicas of the University of São Paulo, São Paulo, Brazil
| | - Sergio Machado
- University Salgado de Oliveira, Niterói - RJ and Panic and Respiration Laboratory, (IPUB/UFRJ), Rio de Janeiro, Brazil
| | - Bruna Velasques
- Laboratory of Brain Mapping and Sensory-Motor Integration (IPUB/UFRJ), Rio de Janeiro, Brazil
| | - Pedro Ribeiro
- Laboratory of Brain Mapping and Sensory-Motor Integration (IPUB/UFRJ), Rio de Janeiro, Brazil
| | - Luis Fernando Hindi Basile
- Laboratory of Psychophysiology, School of Health, University Metodista of São Paulo, São Paulo, Brazil.,Division of Neurosurgery, University of São Paulo Medical School, São Paulo, Brazil
| | - Wellingson Silva Paiva
- Neurology and Neurosurgery Service at Hospital Samaritano, São Paulo, Brazil.,Division of Neurosurgery, University of São Paulo Medical School, São Paulo, Brazil
| | - Robson Amorim
- Neurology and Neurosurgery Service at Hospital Samaritano, São Paulo, Brazil.,Division of Neurosurgery, University of São Paulo Medical School, São Paulo, Brazil
| | - Renato Anghinah
- Center of Cognitive Rehabilitation after Traumatic Brain Injury of the Neurology Department of Hospital das Clinicas of the University of São Paulo, São Paulo, Brazil.,Neurology and Neurosurgery Service at Hospital Samaritano, São Paulo, Brazil
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28
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Simabukuro MM, Watanabe RGS, Pinto LF, Guariglia C, Gonçalves DCDME, Anghinah R. A successful case of anti-NMDAR encephalitis without tumor treated with a prolonged regimen of plasmapheresis. Dement Neuropsychol 2014; 8:87-89. [PMID: 29213885 PMCID: PMC5619454 DOI: 10.1590/s1980-57642014dn81000014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Anti-NMDA receptor encephalitis is a severe but treatable autoimmune disease of
the CNS. However, the use of immunotherapy and long-term outcomes have yet to be
defined for this disease. We describe a case of an 18-year-old male diagnosed
with anti-NMDAR encephalitis not associated with tumor, which did not respond to
initial treatment with immunoglobulin, followed by corticosteroids,
cyclophosphamide and evolved with significant clinical improvement after a
prolonged course of plasmapheresis. Although it is not possible to affirm the
good outcome was due solely to the prolonged plasmapheresis regimen, recently
published data shows that improvement may take weeks or months to occur. This
case discloses another therapeutic possibility for patients with refractory
disease who fail to respond to recommended first-line and second-line
therapy.
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Affiliation(s)
- Mateus Mistieri Simabukuro
- Neurology Department, Hospital Samaritano, São Paulo, Brazil.,Neurology Department, Hospital das Clínicas of the University of São Paulo School of Medicine (HCFMUSP), São Paulo, Brazil
| | - Rafael Gustavo Sato Watanabe
- Neurology Department, Hospital Samaritano, São Paulo, Brazil.,Neurology Department, Hospital das Clínicas of the University of São Paulo School of Medicine (HCFMUSP), São Paulo, Brazil
| | - Lécio Figueira Pinto
- Neurology Department, Hospital Samaritano, São Paulo, Brazil.,Neurology Department, Hospital das Clínicas of the University of São Paulo School of Medicine (HCFMUSP), São Paulo, Brazil
| | - Carla Guariglia
- Neurology Department, Hospital das Clínicas of the University of São Paulo School of Medicine (HCFMUSP), São Paulo, Brazil
| | | | - Renato Anghinah
- Neurology Department, Hospital Samaritano, São Paulo, Brazil.,Neurology Department, Hospital das Clínicas of the University of São Paulo School of Medicine (HCFMUSP), São Paulo, Brazil
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Teixeira S, Machado S, Velasques B, Sanfim A, Minc D, Peressutti C, Bittencourt J, Budde H, Cagy M, Anghinah R, Basile LF, Piedade R, Ribeiro P, Diniz C, Cartier C, Gongora M, Silva F, Manaia F, Silva JG. Integrative parietal cortex processes: Neurological and psychiatric aspects. J Neurol Sci 2014; 338:12-22. [DOI: 10.1016/j.jns.2013.12.025] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2013] [Revised: 12/12/2013] [Accepted: 12/16/2013] [Indexed: 10/25/2022]
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30
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Coelho F, Oliveira AM, Paiva WS, Freire FR, Calado VT, Amorim RL, Neville IS, de Andrade AF, Bor-Seng-Shu E, Anghinah R, Teixeira MJ. Comprehensive cognitive and cerebral hemodynamic evaluation after cranioplasty. Neuropsychiatr Dis Treat 2014; 10:695-701. [PMID: 24833902 PMCID: PMC4014378 DOI: 10.2147/ndt.s52875] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Decompressive craniectomy is an established procedure to lower intracranial pressure and can save patients' lives. However, this procedure is associated with delayed cognitive decline and cerebral hemodynamics complications. Studies show the benefits of cranioplasty beyond cosmetic aspects, including brain protection, and functional and cerebrovascular aspects, but a detailed description of the concrete changes following this procedure are lacking. In this paper, the authors report a patient with trephine syndrome who underwent cranioplasty; comprehensive cognitive and cerebral hemodynamic evaluations were performed prior to and following the cranioplasty. The discussion was based on a critical literature review.
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Affiliation(s)
- Fernanda Coelho
- Neurorehabilitation Group, Division of Neurology, University of São Paulo Medical School, São Paulo, Brazil
| | | | | | - Fabio Rios Freire
- Neurorehabilitation Group, Division of Neurology, University of São Paulo Medical School, São Paulo, Brazil
| | - Vanessa Tome Calado
- Neurorehabilitation Group, Division of Neurology, University of São Paulo Medical School, São Paulo, Brazil
| | - Robson Luis Amorim
- Division of Neurosurgery, University of São Paulo Medical School, São Paulo, Brazil
| | - Iuri Santana Neville
- Division of Neurosurgery, University of São Paulo Medical School, São Paulo, Brazil
| | | | - Edson Bor-Seng-Shu
- Neurosonology and Cerebral Hemodynamics Group, University of São Paulo Medical School, São Paulo, Brazil
| | - Renato Anghinah
- Neurorehabilitation Group, Division of Neurology, University of São Paulo Medical School, São Paulo, Brazil
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Machado S, Arias-Carrión O, Paes F, Ribeiro P, Cagy M, Piedade R, Almada LF, Anghinah R, Basile L, Moro MF, Orsini M, Silva JG, Silva AC, Nardi AE. Changes in Cortical Activity During Real and Imagined Movements: an ERP Study. Clin Pract Epidemiol Ment Health 2013; 9:196-201. [PMID: 24358049 PMCID: PMC3866622 DOI: 10.2174/1745017901309010196] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2013] [Revised: 10/08/2013] [Accepted: 10/09/2013] [Indexed: 11/22/2022]
Abstract
This study aims to compare the topographic distribution of cortical activation between real and imagined movement through event-related potential (ERP). We are specifically interested in identifying, the topographic distribution of activated areas, the intensity of activated areas, and the temporal occurrence of these activations on preparation and motor response phases. Twelve healthy and right handed subjects were instructed to perform a task under real and imagery conditions. The task was performed simultaneously to electroencephalographic (EEG) recording. When compared the conditions, we found a statistically significant difference in favor of real condition revealed by performing an unpaired t-test with multiple corrections of Bonferroni, demonstrating negative activity on electrode C3 and positive activity on the electrode C4 only in motor response phase. These findings revealed similar functional connections established during real and imagery conditions, suggesting that there are common neural substrate and similar properties of functional integration shared by conditions.
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Affiliation(s)
- Sergio Machado
- Panic and Respiration, Institute of Psychiatry of Federal University of Rio de Janeiro, Brazil; National Institute for Translational Medicine (INCT-TM), Brazil
- Quiropraxia Program of the Faculty of Health Sciences, Central University (UCEN), Santiago, Chile
- Physical Activity Neuroscience, Physical Activity Sciences Postgraduate Program - Salgado de Oliveira University, Niterói, Brazil
- Institute of Phylosophy, Federal University of Uberlândia (IFILO/UFU), Brazil
| | - Oscar Arias-Carrión
- Movement Disorders and Transcranial Magnetic Stimulation Unit, Hospital General Dr. Manuel Gea González, México DF, México
| | - Flávia Paes
- Panic and Respiration, Institute of Psychiatry of Federal University of Rio de Janeiro, Brazil; National Institute for Translational Medicine (INCT-TM), Brazil
| | - Pedro Ribeiro
- Brain Mapping and Sensory Motor Integration, Institute of Psychiatry of Federal University of Rio de Janeiro, Brazil
- Bioscience Department (EEFD/UFRJ), School of Physical Education, Rio de Janeiro, Brazil
| | - Mauricio Cagy
- Bioengenieren Program, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Roberto Piedade
- Brain Mapping and Sensory Motor Integration, Institute of Psychiatry of Federal University of Rio de Janeiro, Brazil
| | | | - Renato Anghinah
- Center for Cognitive Disorders of the Division of Clinical Neurology of the HCFMUSP
| | - Luis Basile
- Laboratory of Psychophysiology, Faculdade da Saúde, Universidade Metodista de São Paulo, São Paulo, Brazil, Division of Neurosurgery, University of São Paulo Medical School, São Paulo, Brazil
| | - Maria Francesca Moro
- Department of Public Health and Clinical and Molecular Medicine, University of Cagliari, Italy
| | - Marco Orsini
- Neurology Department, Antonio Pedro University Hospital, Federal Fluminense University, Rio de Janeiro, Brazil
- Sciences Rehabilitation Masters Program – UNISUAM
| | | | - Adriana Cardoso Silva
- Panic and Respiration, Institute of Psychiatry of Federal University of Rio de Janeiro, Brazil; National Institute for Translational Medicine (INCT-TM), Brazil
| | - Antonio E. Nardi
- Panic and Respiration, Institute of Psychiatry of Federal University of Rio de Janeiro, Brazil; National Institute for Translational Medicine (INCT-TM), Brazil
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Schmidt MT, Kanda PAM, Basile LFH, da Silva Lopes HF, Baratho R, Demario JLC, Jorge MS, Nardi AE, Machado S, Ianof JN, Nitrini R, Anghinah R. Index of alpha/theta ratio of the electroencephalogram: a new marker for Alzheimer's disease. Front Aging Neurosci 2013; 5:60. [PMID: 24130529 PMCID: PMC3793211 DOI: 10.3389/fnagi.2013.00060] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2013] [Accepted: 09/23/2013] [Indexed: 11/13/2022] Open
Abstract
Objective: We evaluated quantitative EEG measures to determine a screening index to discriminate Alzheimer’s disease (AD) patients from normal individuals. Methods: Two groups of individuals older than 50 years, comprising a control group of 57 normal volunteers and a study group of 50 patients with probable AD, were compared. EEG recordings were obtained from subjects in a wake state with eyes closed at rest for 30 min. Logistic regression analysis was conducted. Results: Spectral potentials of the alpha and theta bands were computed for all electrodes and the alpha/theta ratio calculated. Logistic regression of alpha/theta of the mean potential of the C3 and O1 electrodes was carried out. A formula was calculated to aid the diagnosis of AD yielding 76.4% sensitivity and 84.6% specificity for AD with an area under the ROC curve of 0.92. Conclusion: Logistic regression of alpha/theta of the spectrum of the mean potential of EEG represents a good marker discriminating AD patients from normal controls.
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Affiliation(s)
- Magali T Schmidt
- Division of Clinical Neurology, Referral Center for Cognitive Disorders, HCFMUSP , São Paulo , Brazil
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Fraga FJ, Falk TH, Kanda PAM, Anghinah R. Characterizing Alzheimer's disease severity via resting-awake EEG amplitude modulation analysis. PLoS One 2013; 8:e72240. [PMID: 24015222 PMCID: PMC3754998 DOI: 10.1371/journal.pone.0072240] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2013] [Accepted: 07/08/2013] [Indexed: 11/18/2022] Open
Abstract
Changes in electroencephalography (EEG) amplitude modulations have recently been linked with early-stage Alzheimer's disease (AD). Existing tools available to perform such analysis (e.g., detrended fluctuation analysis), however, provide limited gains in discriminability power over traditional spectral based EEG analysis. In this paper, we explore the use of an innovative EEG amplitude modulation analysis technique based on spectro-temporal signal processing. More specifically, full-band EEG signals are first decomposed into the five well-known frequency bands and the envelopes are then extracted via a Hilbert transform. Each of the five envelopes are further decomposed into four so-called modulation bands, which were chosen to coincide with the delta, theta, alpha and beta frequency bands. Experiments on a resting-awake EEG dataset collected from 76 participants (27 healthy controls, 27 diagnosed with mild-AD, and 22 with moderate-AD) showed significant differences in amplitude modulations between the three groups. Most notably, i) delta modulation of the beta frequency band disappeared with an increase in disease severity (from mild to moderate AD), ii) delta modulation of the theta band appeared with an increase in severity, and iii) delta modulation of the beta frequency band showed to be a reliable discriminant feature between healthy controls and mild-AD patients. Taken together, it is hoped that the developed tool can be used to assist clinicians not only with early detection of Alzheimer's disease, but also to monitor its progression.
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Affiliation(s)
- Francisco J. Fraga
- Institut National de la Recherche Scientifique (INRS-EMT), University of Quebec, Montreal, Quebec, Canada
- Engineering, Modelling and Applied Social Sciences Center, Universidade Federal do ABC, Santo André, São Paulo, Brazil
| | - Tiago H. Falk
- Institut National de la Recherche Scientifique (INRS-EMT), University of Quebec, Montreal, Quebec, Canada
| | - Paulo A. M. Kanda
- Reference Center of Behavioural Disturbances and Dementia, School of Medicine, Universidade de São Paulo, São Paulo, Brazil
| | - Renato Anghinah
- Reference Center of Behavioural Disturbances and Dementia, School of Medicine, Universidade de São Paulo, São Paulo, Brazil
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Teixeira S, Machado S, Paes F, Velasques B, Silva J, Sanfim A, Minc D, Anghinah R, Menegaldo L, Salama M, Cagy M, Nardi A, Poppel E, Bao Y, Szelag E, Ribeiro P, Arias-Carrion O. Time Perception Distortion in Neuropsychiatric and Neurological Disorders. CNSNDDT 2013; 12:567-82. [DOI: 10.2174/18715273113129990080] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2012] [Revised: 11/13/2012] [Accepted: 11/21/2012] [Indexed: 11/22/2022]
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35
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Anghinah R, Freire FR, Coelho F, Lacerda JR, Schmidt MT, Calado VTG, Ianof JN, Machado S, Velasques B, Ribeiro P, Basile LFH, Paiva WS, Amorim RL. BPSD following traumatic brain injury. Dement Neuropsychol 2013; 7:269-277. [PMID: 29213850 PMCID: PMC5619198 DOI: 10.1590/s1980-57642013dn70300007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2013] [Accepted: 08/02/2013] [Indexed: 11/22/2022] Open
Abstract
Annually, 700,000 people are hospitalized with brain injury acquired after traumatic brain injury (TBI) in Brazil. OBJECTIVE We aim to review the basic concepts related to TBI, and the most common Behavioral and Psychological Symptoms of Dementia (BPSD) findings in moderate and severe TBI survivors. We also discussed our strategies used to manage such patients in the post-acute period. METHODS Fifteen TBI outpatients followed at the Center for Cognitive Rehabilitation Post-TBI of the Clinicas Hospital of the University of São Paulo were submitted to a neurological, neuropsychological, speech and occupational therapy evaluation, including the Mini-Mental State Examination. Rehabilitation strategies will then be developed, together with the interdisciplinary team, for each patient individually. Where necessary, the pharmacological approach will be adopted. RESULTS Our study will discuss options of pharmacologic treatment choices for cognitive, behavioral, or affective disorders following TBI, providing relevant information related to a structured cognitive rehabilitation service and certainly will offer an alternative for patients and families afflicted by TBI. CONCLUSION Traumatic brain injury can cause a variety of potentially disabling psychiatric symptoms and syndromes. Combined behavioral and pharmacological strategies, in the treatment of a set of highly challenging behavioral problems, appears to be essential for good patient recovery.
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Affiliation(s)
- Renato Anghinah
- Center for Cognitive Rehabilitation Post-Traumatic Brain
Injury of the Clinicas Hospital of the Division of Neurology, University of
São Paulo
| | - Fabio Rios Freire
- Center for Cognitive Rehabilitation Post-Traumatic Brain
Injury of the Clinicas Hospital of the Division of Neurology, University of
São Paulo
| | - Fernanda Coelho
- Center for Cognitive Rehabilitation Post-Traumatic Brain
Injury of the Clinicas Hospital of the Division of Neurology, University of
São Paulo
| | - Juliana Rhein Lacerda
- Center for Cognitive Rehabilitation Post-Traumatic Brain
Injury of the Clinicas Hospital of the Division of Neurology, University of
São Paulo
| | - Magali Taino Schmidt
- Center for Cognitive Rehabilitation Post-Traumatic Brain
Injury of the Clinicas Hospital of the Division of Neurology, University of
São Paulo
| | - Vanessa Tomé Gonçalves Calado
- Center for Cognitive Rehabilitation Post-Traumatic Brain
Injury of the Clinicas Hospital of the Division of Neurology, University of
São Paulo
| | - Jéssica Natuline Ianof
- Center for Cognitive Rehabilitation Post-Traumatic Brain
Injury of the Clinicas Hospital of the Division of Neurology, University of
São Paulo
| | - Sergio Machado
- University Salgado de Oliveira, Niterói, RJ and
Panic and Respiration Laboratory, (IPUB/UFRJ)
| | - Bruna Velasques
- School of Physical Education (EEFD/UFRJ) and National
Institute of Traumatology and Orthopaedics (INTO-RJ)
| | - Pedro Ribeiro
- Laboratory of Brain Mapping and Sensory-Motor Integration
(IPUB/UFRJ)
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Schmidt M, Kanda P, Oliveira H, Baratho R, Jorge M, Nitrini R, Anghinah R. P2–069: Index of alpha/theta ratio of the electroencephalogram: A new marker for Alzheimer's disease. Alzheimers Dement 2013. [DOI: 10.1016/j.jalz.2013.05.712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Basile LFH, Sato JR, Alvarenga MY, Henrique N, Pasquini HA, Alfenas W, Machado S, Velasques B, Ribeiro P, Piedade R, Anghinah R, Ramos RT. Lack of systematic topographic difference between attention and reasoning beta correlates. PLoS One 2013; 8:e59595. [PMID: 23544076 PMCID: PMC3609856 DOI: 10.1371/journal.pone.0059595] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2012] [Accepted: 02/15/2013] [Indexed: 11/18/2022] Open
Abstract
Based on previous evidence for individual-specific sets of cortical areas active during simple attention tasks, in this work we intended to perform within individual comparisons of task-induced beta oscillations between visual attention and a reasoning task. Since beta induced oscillations are not time-locked to task events and were first observed by Fourier transforms, in order to analyze the cortical topography of attention induced beta activity, we have previously computed corrected-latency averages based on spontaneous peaks of band-pass filtered epochs. We then used Independent Component Analysis (ICA) only to single out the significant portion of averaged data, above noise levels. In the present work ICA served as the main, exhaustive means for decomposing beta activity in both tasks, using 128-channel EEG data from 24 subjects. Given the previous observed similarity between tasks by visual inspection and by simple descriptive statistics, we now intended another approach: to quantify how much each ICA component obtained in one task could be explained by a linear combination of the topographic patterns from the other task in each individual. Our hypothesis was that the major psychological difference between tasks would not be reflected as important topographic differences within individuals. Results confirmed the high topographic similarity between attention and reasoning beta correlates in that few components in each individual were not satisfactorily explained by the complementary task, and if those could be considered "task-specific", their scalp distribution and estimated cortical sources were not common across subjects. These findings, along with those from fMRI studies preserving individual data and conventional neuropsychological and neurosurgical observations, are discussed in support of a new functional localization hypothesis: individuals use largely different sets of cortical association areas to perform a given task, but those individual sets do not change importantly across tasks that differ in major psychological processes.
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Affiliation(s)
- Luis F H Basile
- Laboratory of Psychophysiology, Faculdade da Saúde, UMESP, São Paulo, Brazil.
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Anghinah R, Kanda PAM, Lopes HF, Basile LFH, Machado S, Ribeiro P, Velasques B, Sameshima K, Takahashi DY, Pinto LF, Caramelli P, Nitrini R. Alzheimer's disease qEEG: spectral analysis versus coherence. Which is the best measurement? Arq Neuropsiquiatr 2012; 69:871-4. [PMID: 22297870 DOI: 10.1590/s0004-282x2011000700004] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2011] [Accepted: 08/04/2011] [Indexed: 05/26/2023]
Abstract
There is evidence in electroencephalography that alpha, theta and delta band oscillations reflect cognitive and memory performances and that quantitative techniques can improve the electroencephalogram (EEG) sensitivity. This paper presents the results of comparative analysis of qEEG variables as reliable markers for Alzheimer's disease (AD). We compared the sensitivity and specificity between spectral analysis (spectA) and coherence (Coh) within the same group of AD patients. SpectA and Coh were calculated from EEGs of 40 patients with mild to moderate AD and 40 healthy elderly controls. The peak of spectA was smaller in the AD group than in controls. AD group showed predominance of slow spectA in theta and delta bands and a significant reduction of inter-hemispheric Coh for occipital alpha 2 and beta 1 and for frontal delta sub-band. ROC curve supported that alpha band spectA was more sensitive than coherence to differentiate controls from AD.
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Affiliation(s)
- Renato Anghinah
- Department of Neurology, School of Medicine, University of São Paulo, Brazil.
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Diniz C, Velasques B, Bittencourt J, Peressutti C, Machado S, Teixeira S, Santos JL, Salles JI, Basile LF, Anghinah R, Cheniaux E, Nardi AE, Cagy M, Piedade R, Arias-Carrión O, Ribeiro P. Cognitive mechanisms and motor control during a saccadic eye movement task: evidence from quantitative electroencephalography. Arq Neuro-Psiquiatr 2012; 70:506-13. [DOI: 10.1590/s0004-282x2012000700007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2011] [Accepted: 02/27/2012] [Indexed: 11/21/2022]
Abstract
The saccadic movement is an important behavioral measure used to investigate several cognitive processes, including attention and sensorimotor integration. The present study aimed at investigating changes in beta coherence over frontal, motor, occipital, and parietal cortices during the performance of two different conditions of a prosacadic paradigm. The conditions involved a different pattern of stimulus presentation: a fixed and random stimulus presentation. Twelve healthy volunteers (three male, mean age of 26.25 (SD=4.13) performed the task, while their brain activity pattern was recorded using quantitative electroencephalography. The results showed an interaction between factors condition and moment for the pair of electrode C3/C4. We observed a main effect for moment to CZ/C4, FZ/F3, and P3/PZ. We also found a main effect for condition to FZ/F4, P3/P4, and O1/O2. Our results demonstrated an important role of the inter-connection of the two hemispheres in visual search and movement preparation. The study demonstrates an automation of action and reduction of the focus of attention during the task. We also found that the inter-hemispheric beta coherence plays an important role in the differentiation of the two conditions, and that beta in the right frontal cortex is able to differentiate the conditions, demonstrating a greater involvement of procedural memory in fixed condition. Our results suggest a neuronal specialization in the execution of prosacadic paradigm involving motor task sequence.
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Affiliation(s)
- Claudia Diniz
- Federal University of Rio de Janeiro, Brazil; Institute of Applied Neuroscience, Brazil; Federal University of Rio de Janeiro, Brazil
| | - Bruna Velasques
- Federal University of Rio de Janeiro, Brazil; Institute of Applied Neuroscience, Brazil; National Institute of Traumatology and Orthopaedics, Brazil; Federal University of Rio de Janeiro, Brazil
| | - Juliana Bittencourt
- Federal University of Rio de Janeiro, Brazil; Institute of Applied Neuroscience, Brazil; Federal University of Rio de Janeiro, Brazil
| | | | - Sergio Machado
- Federal University of Rio de Janeiro, Brazil; National Institute of Translational Medicine, Brazil
| | | | - Joana Luz Santos
- Federal University of Rio de Janeiro, Brazil; Federal University of Rio de Janeiro, Brazil
| | - José Inácio Salles
- National Institute of Traumatology and Orthopaedics, Brazil; Brazilian Volleyball Confederation
| | - Luis F. Basile
- University of São Paulo, Brazil; Universidade Metodista de São Paulo, Brazil
| | | | - Elie Cheniaux
- Federal University of Rio de Janeiro, Brazil; State University of Rio de Janeiro, Brazil
| | - Antonio Egidio Nardi
- Federal University of Rio de Janeiro, Brazil; National Institute of Translational Medicine, Brazil
| | | | | | | | - Pedro Ribeiro
- Federal University of Rio de Janeiro, Brazil; Institute of Applied Neuroscience, Brazil; Rio de Janeiro Federal University, Brazil
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Velasques B, Machado S, Paes F, Cunha M, Sanfim A, Budde H, Cagy M, Anghinah R, Basile LF, Piedade R, Ribeiro P. Sensorimotor integration and psychopathology: motor control abnormalities related to psychiatric disorders. World J Biol Psychiatry 2011; 12:560-73. [PMID: 21428729 DOI: 10.3109/15622975.2010.551405] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
OBJECTIVES Recent evidence is reviewed to examine relationships among sensorimotor and cognitive aspects in some important psychiatry disorders. This study reviews the theoretical models in the context of sensorimotor integration and the abnormalities reported in the most common psychiatric disorders, such as Alzheimer's disease, autism spectrum disorder and squizophrenia. METHODS The bibliographical search used Pubmed/Medline, ISI Web of Knowledge, Cochrane data base and Scielo databases. The terms chosen for the search were: Alzheimer's disease, AD, autism spectrum disorder, and Squizophrenia in combination with sensorimotor integration. Fifty articles published in English and were selected conducted from 1989 up to 2010. RESULTS We found that the sensorimotor integration process plays a relevant role in elementary mechanisms involved in occurrence of abnormalities in most common psychiatric disorders, participating in the acquisition of abilities that have as critical factor the coupling of different sensory data which will constitute the basis of elaboration of consciously goal-directed motor outputs. Whether these disorders are associated with an abnormal peripheral sensory input or defective central processing is still unclear, but some studies support a central mechanism. CONCLUSION Sensorimotor integration seems to play a significant role in the disturbances of motor control, like deficits in the feedforward mechanism, typically seen in AD, autistic and squizophrenic patients.
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Affiliation(s)
- Bruna Velasques
- Brain Mapping and Sensory Motor Integration, Institute of Psychiatry of Federal University of Rio de Janeiro (IPUB/UFRJ), Brazil.
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Caramelli P, Teixeira AL, Buchpiguel CA, Lee HW, Livramento JA, Fernandez LL, Anghinah R. Diagnosis of Alzheimer's disease in Brazil: Supplementary exams. Dement Neuropsychol 2011; 5:167-177. [PMID: 29213741 PMCID: PMC5619476 DOI: 10.1590/s1980-57642011dn05030004] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
This article presents a review of the recommendations on supplementary exams
employed for the clinical diagnosis of Alzheimer’s disease (AD) in Brazil
published in 2005. A systematic assessment of the consensus reached in other
countries, and of articles on AD diagnosis in Brazil available on the PUBMED and
LILACS medical databases, was carried out. Recommended laboratory exams included
complete blood count, serum creatinine, thyroid stimulating hormone (TSH),
albumin, hepatic enzymes, Vitamin B12, folic acid, calcium, serological
reactions for syphilis and serology for HIV in patients aged younger than 60
years with atypical clinical signs or suggestive symptoms. Structural
neuroimaging, computed tomography or – preferably – magnetic resonance exams,
are indicated for diagnostic investigation of dementia syndrome to rule out
secondary etiologies. Functional neuroimaging exams (SPECT and PET), when
available, increase diagnostic reliability and assist in the differential
diagnosis of other types of dementia. The cerebrospinal fluid exam is indicated
in cases of pre-senile onset dementia with atypical clinical presentation or
course, for communicant hydrocephaly, and suspected inflammatory, infectious or
prion disease of the central nervous system. Routine electroencephalograms aid
the differential diagnosis of dementia syndrome with other conditions which
impair cognitive functioning. Genotyping of apolipoprotein E or other
susceptibility polymorphisms is not recommended for diagnostic purposes or for
assessing the risk of developing the disease. Biomarkers related to the
molecular alterations in AD are largely limited to use exclusively in research
protocols, but when available can contribute to improving the accuracy of
diagnosis of the disease.
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Affiliation(s)
- Paulo Caramelli
- Department of Internal Medicine, School of Medicine, Federal University of Minas Gerais, Belo Horizonte MG, Brazil
| | - Antonio Lúcio Teixeira
- Department of Internal Medicine, School of Medicine, Federal University of Minas Gerais, Belo Horizonte MG, Brazil
| | | | - Hae Won Lee
- Institute of Radiology, Hospital das Clínicas, School of Medicine, University of São Paulo and Hospital Sírio-Libanês, São Paulo, SP, Brazil
| | - José Antônio Livramento
- Medical Investigation Laboratory (LIM 15), School of Medicine, University of São Paulo, São Paulo SP, Brazil
| | - Liana Lisboa Fernandez
- Department of Basic Health Sciences, Federal University of Health Sciences Foundation of Porto Alegre, Porto Alegre RS, Brazil
| | - Renato Anghinah
- Referral Center for Cognitive Disorders (CEREDIC), Hospital das Clínicas, School of Medicine, University of São Paulo, São Paulo SP, Brazil
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Abstract
There is not a specific test to diagnose Alzheimer's disease (AD). Its diagnosis should be based upon clinical history, neuropsychological and laboratory tests, neuroimaging and electroencephalography (EEG). Therefore, new approaches are necessary to enable earlier and more accurate diagnosis and to follow treatment results. In this study we used a Machine Learning (ML) technique, named Support Vector Machine (SVM), to search patterns in EEG epochs to differentiate AD patients from controls. As a result, we developed a quantitative EEG (qEEG) processing method for automatic differentiation of patients with AD from normal individuals, as a complement to the diagnosis of probable dementia. We studied EEGs from 19 normal subjects (14 females/5 males, mean age 71.6 years) and 16 probable mild to moderate symptoms AD patients (14 females/2 males, mean age 73.4 years. The results obtained from analysis of EEG epochs were accuracy 79.9% and sensitivity 83.2%. The analysis considering the diagnosis of each individual patient reached 87.0% accuracy and 91.7% sensitivity.
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Affiliation(s)
- Lucas R Trambaiolli
- Mathematics, Computing and Cognition Center (CMCC), Universidade Federal do ABC (UFABC), São Paulo, Brazil
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Santos J, Velasques B, Paes F, Machado S, Arias-Carrión Ó, Cunha M, Budde H, Anghinah R, Basile L, Cagy M, Piedade R, Ribeiro P. Effects of functional electro-stimulation in the theta-band coherence: a quantitative electroencephalograph study. Rev Neurol 2011; 53:8-14. [PMID: 21678319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
INTRODUCTION Functional electrical stimulation (FES) is a technique used for rehabilitation of motor and sensory dysfunction and consisted in the application of neuromuscular electrical stimulation concurrently with a functional activity. Previous studies suggest that sensory motor processing during FES stimulation of hand is similar to that of voluntary hand movement. AIM To examine the changes in theta band (4-8 Hz) coherence in the centro-parietal and temporo-parietal junction during a FES task. Our hypothesis is that different conditions of electro-stimulation can produce changes in the theta band coherence in the sensory-motor and multisensory integration. SUBJECTS AND METHODS The sample was composed of 24 students, male (n =14) and female (n =10), between 25 and 40 years old. Subjects were randomly distributed in three groups: control group (n = 8), G24 (n = 8) and G36 (n = 8). The control group simulated four blocks without electrostimulation been applied. The G24 group was exposed to four blocks of electrostimulation. The G36 group was exposed to six blocks of electrostimulation. We employed FES equipment to stimulate the extension of the right index finger and the electroencephalographic signal was simultaneously recorded. RESULTS A main effect was found for the condition, block and electrode in the centro-parietal junction, although we only found a main effect for condition and electrode in the temporo-parietal junction. CONCLUSION. Our results suggest that the functional coupling between the central and parietal areas is directly connected to the priming memory function, although the coupling between temporal and parietal areas is related to the working memory.
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Affiliation(s)
- Joana Santos
- Cartografía Cerebral e Integración Sensoriomotora, Instituto de Psiquiatría de la, Universidad Federal de Rio de Janeiro, Brasil
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Machado S, Araújo F, Paes F, Velasques B, Cunha M, Budde H, Basile LF, Anghinah R, Arias-Carrión O, Cagy M, Piedade R, de Graaf TA, Sack AT, Ribeiro P. EEG-based brain-computer interfaces: an overview of basic concepts and clinical applications in neurorehabilitation. Rev Neurosci 2011; 21:451-68. [PMID: 21438193 DOI: 10.1515/revneuro.2010.21.6.451] [Citation(s) in RCA: 73] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Some patients are no longer able to communicate effectively or even interact with the outside world in ways that most of us take for granted. In the most severe cases, tetraplegic or post-stroke patients are literally 'locked in' their bodies, unable to exert any motor control after, for example, a spinal cord injury or a brainstem stroke, requiring alternative methods of communication and control. But we suggest that, in the near future, their brains may offer them a way out. Non-invasive electroencephalogram (EEG)-based brain-computer interfaces (BCI) can be characterized by the technique used to measure brain activity and by the way that different brain signals are translated into commands that control an effector (e.g., controlling a computer cursor for word processing and accessing the internet). This review focuses on the basic concepts of EEG-based BCI, the main advances in communication, motor control restoration and the downregulation of cortical activity, and the mirror neuron system (MNS) in the context of BCI. The latter appears to be relevant for clinical applications in the coming years, particularly for severely limited patients. Hypothetically, MNS could provide a robust way to map neural activity to behavior, representing the high-level information about goals and intentions of these patients. Non-invasive EEG-based BCIs allow brain-derived communication in patients with amyotrophic lateral sclerosis and motor control restoration in patients after spinal cord injury and stroke. Epilepsy and attention deficit and hyperactive disorder patients were able to downregulate their cortical activity. Given the rapid progression of EEG-based BCI research over the last few years and the swift ascent of computer processing speeds and signal analysis techniques, we suggest that emerging ideas (e.g., MNS in the context of BCI) related to clinical neurorehabilitation of severely limited patients will generate viable clinical applications in the near future.
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Affiliation(s)
- Sergio Machado
- Brain Mapping and Sensory Motor Integration, Institute of Psychiatry of Federal University of Rio de Janeiro (IPUB/UFRJ), Brazil.
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Trambaiolli LR, Lorena AC, Fraga FJ, Kanda PAMK, Nitrini R, Anghinah R. Does EEG montage influence Alzheimer's disease electroclinic diagnosis? Int J Alzheimers Dis 2011; 2011:761891. [PMID: 21629711 PMCID: PMC3100682 DOI: 10.4061/2011/761891] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2010] [Revised: 02/23/2011] [Accepted: 03/07/2011] [Indexed: 11/20/2022] Open
Abstract
There is not a specific Alzheimer's disease (AD) diagnostic test. AD diagnosis relies on clinical history, neuropsychological, and laboratory tests, neuroimaging and electroencephalography. Therefore, new approaches are necessary to enable earlier and more accurate diagnosis and to measure treatment results. Quantitative EEG (qEEG) can be used as a diagnostic tool in selected cases. The aim of this study was to answer if distinct electrode montages have different sensitivity when differentiating controls from AD patients. We analyzed EEG spectral peaks (delta, theta, alpha, beta, and gamma bands), and we compared references (Biauricular, Longitudinal bipolar, Crossed bipolar, Counterpart bipolar, and Cz reference). Support Vector Machines and Logistic Regression classifiers showed Counterpart bipolar montage as the most sensitive electrode combination. Our results suggest that Counterpart bipolar montage is the best choice to study EEG spectral peaks of controls versus AD.
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Affiliation(s)
- L R Trambaiolli
- Mathematics, Computing and Cognition Center (CMCC), Universidade Federal do ABC (UFABC), Rua Santa Adelia, 166, 09210-170 Santo Andre, SP, Brazil
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Trambaiolli LR, Falk TH, Fraga FJ, Anghinah R, Lorena AC. EEG spectro-temporal modulation energy: a new feature for automated diagnosis of Alzheimer's disease. Annu Int Conf IEEE Eng Med Biol Soc 2011; 2011:3828-3831. [PMID: 22255174 DOI: 10.1109/iembs.2011.6090951] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
There is recent indication that Alzheimer's disease (AD) can be characterized by atypical modulation of electrophysiological brain activity caused by fibrillar amyloid deposition in specific regions of the brain, such as those related to cognition and memory. In this paper, we propose to objectively characterize EEG sub-band modulation in an attempt to develop an automated noninvasive AD diagnostics tool. First, multi-channel full-band EEG signals are decomposed into five well-known frequency sub-bands: delta, theta, alpha, beta, and gamma. The temporal amplitude envelope of each sub-band is then computed via a Hilbert transformation. The proposed 'spectro-temporal modulation energy' feature measures the rate with which each sub-band is modulated. Modulation energy features are computed for 19 referential EEG signals and seven bipolar signals. Salient features are then selected and used to train four different classifiers, namely, support vector machines, logistic regression, classification and regression trees, and neural networks. Experiments with a database of 34 participants, 22 of which have been clinically diagnosed with probable-AD, show a neural network classifier achieving over 91% accuracy, thus significantly outperforming a classifier trained with conventional spectral-based features.
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Affiliation(s)
- Lucas R Trambaiolli
- Mathematics, Computation and Cognition Center, Universidade Federal do ABC, Brazil.
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Freire FR, Coelho F, Lacerda JR, da Silva MF, Gonçalves VT, Machado S, Velasques B, Ribeiro P, Basile LFH, Oliveira AMP, Paiva WS, Kanda PAM, Anghinah R. Cognitive rehabilitation following traumatic brain injury. Dement Neuropsychol 2011; 5:17-25. [PMID: 29213715 PMCID: PMC5619134 DOI: 10.1590/s1980-57642011dn05010004] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2010] [Accepted: 02/17/2011] [Indexed: 11/21/2022] Open
Abstract
Annually, some 500,000 people are hospitalized with brain lesions acquired after traumatic brain injury (TBI) in Brazil. Between 75,000 and 100,000 individuals die within hours of the event and 70,000 to 90,000 evolve to irreversible loss of some neurological function. The principal causes of TBI include motor vehicle accidents (50%), falls (21%), assaults and robberies (12%) and accidents during leisure activities (10%). Within this context, cognitive rehabilitation, a clinical area encompassing interdisciplinary action aimed at recovery as well as compensation of cognitive functions altered as a result of cerebral injury, is extremely important for these individuals. Therefore, the aim of this study was to review the basic concepts related to TBI, including mechanisms of injury, severity levels of TBI, the most common findings in moderate and severe TBI survivors, and the most frequent cognitive impairments following TBI, and also to discuss the strategies used to handle patients post-TBI. The study results yielded relevant information on a structured cognitive rehabilitation service, representing an alternative for patients and families afflicted by TBI, enabling the generation of multiple research protocols.
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Affiliation(s)
- Fabio Rios Freire
- Reference Center of Behavorial and Cognitive Disorders of
the Faculty of Medicine, University of São Paulo, São Paulo SP,
Brazil
| | - Fernanda Coelho
- Reference Center of Behavorial and Cognitive Disorders of
the Faculty of Medicine, University of São Paulo, São Paulo SP,
Brazil
| | - Juliana Rhein Lacerda
- Reference Center of Behavorial and Cognitive Disorders of
the Faculty of Medicine, University of São Paulo, São Paulo SP,
Brazil
| | - Marcio Fernando da Silva
- Reference Center of Behavorial and Cognitive Disorders of
the Faculty of Medicine, University of São Paulo, São Paulo SP,
Brazil
| | - Vanessa Tome Gonçalves
- Reference Center of Behavorial and Cognitive Disorders of
the Faculty of Medicine, University of São Paulo, São Paulo SP,
Brazil
| | - Sergio Machado
- Laboratório de Mapeamento Cerebral e
Integração Sensório-Motora (IPUB/UFRJ), Rio de Janeiro RJ,
Brazil
| | - Bruna Velasques
- Laboratório de Mapeamento Cerebral e
Integração Sensório-Motora (IPUB/UFRJ), Rio de Janeiro RJ,
Brazil
| | - Pedro Ribeiro
- Laboratório de Mapeamento Cerebral e
Integração Sensório-Motora (IPUB/UFRJ), Rio de Janeiro RJ,
Brazil
| | - Luis Fernando Hindi Basile
- Psychophysiology Laboratory, Universidade Metodista de
São Paulo & High-Resolution EEG Section, Division of Neurosurgery,
University of São Paulo Medical School, São Paulo SP, Brazil
| | - Arthur Maynart Pereira Oliveira
- Psychophysiology Laboratory, Universidade Metodista de
São Paulo & High-Resolution EEG Section, Division of Neurosurgery,
University of São Paulo Medical School, São Paulo SP, Brazil
| | - Wellingson Silva Paiva
- Psychophysiology Laboratory, Universidade Metodista de
São Paulo & High-Resolution EEG Section, Division of Neurosurgery,
University of São Paulo Medical School, São Paulo SP, Brazil
| | - Paulo Afonso Medeiros Kanda
- Reference Center of Behavorial and Cognitive Disorders of
the Faculty of Medicine, University of São Paulo, São Paulo SP,
Brazil
| | - Renato Anghinah
- Reference Center of Behavorial and Cognitive Disorders of
the Faculty of Medicine, University of São Paulo, São Paulo SP,
Brazil
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Teixeira S, Velasques B, Machado S, Paes F, Cunha M, Budde H, Anghinah R, Basile LFH, Cagy M, Piedade R, Ribeiro P. Gamma band oscillations in parietooccipital areas during performance of a sensorimotor integration task: a qEEG coherence study. Arq Neuro-Psiquiatr 2011; 69:304-9. [PMID: 21625755 DOI: 10.1590/s0004-282x2011000300007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2010] [Accepted: 11/11/2010] [Indexed: 11/21/2022]
Abstract
This study aimed to elucidate cortical mechanisms involved in anticipatory actions when 23 healthy right-handed subjects had to catch a free falling object through quantitative electroencephalogram (qEEG). For this reason, we used coherence that represents a measurement of linear covariation between two signals in the frequency domain. In addition, we investigated gamma-band (30-100 Hz) activity that is related to cognitive and somatosensory processes. We hypothesized that gamma coherence will be increase in both parietal and occipital areas during moment after ball drop, due to their involvement in manipulation of objects, visuospatial processing, visual perception, stimuli identification and attention processes. We confirmed our hypothesis, an increase in gamma coherence on P3-P4 (t= -2.15; p=0.033) and PZ-OZ (t= -2.16; p=0.034) electrode pairs was verified for a paired t-test. We conclude that to execute tasks involving anticipatory movements (feedforward mechanisms), like our own task, probably, there is no need of a strong participation of visual areas in the process of information organization to manipulate objects and to process visuospatial information regarding the contact hand-object.
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Affiliation(s)
- S Teixeira
- Federal University of Rio de Janeiro, Brazil
| | - B Velasques
- Federal University of Rio de Janeiro, Brazil; Institute of Applied Neuroscience, Brazil
| | - S Machado
- Federal University of Rio de Janeiro, Brazil; Institute of Applied Neuroscience, Brazil
| | - F Paes
- Federal University of Rio de Janeiro, Brazil; Brazilian Institute of Medicine and Rehabilitation, Brazil
| | - M Cunha
- Federal University of Rio de Janeiro, Brazil; Institute of Applied Neuroscience, Brazil; Federal University of Vale do São Francisco, Brazil
| | - H Budde
- Humboldt Universität zu Berlin, Germany
| | - R Anghinah
- University of São Paulo Medical School, Brazil
| | - L F H Basile
- University of São Paulo Medical School, Brazil; UMESP, Brazil
| | - M Cagy
- Federal Fluminense University, Brazil
| | - R Piedade
- Federal University of Rio de Janeiro, Brazil
| | - P Ribeiro
- Federal University of Rio de Janeiro, Brazil; UFRJ, Brazil; Institute of Applied Neuroscience, Brazil
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49
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Santos J, Velasques B, Paes F, de Carvalho Machado SE, Arias Carrión Ó, Marques da Cunha M, Budde H, Anghinah R, Basile L, Cagy M, Piedade R, Ribeiro P. Efectos de la electroestimulación funcional en la coherencia de la banda theta: estudio con electroencefalografía cuantitativa. Rev Neurol 2011. [DOI: 10.33588/rn.5301.2010487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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50
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Basile LFH, Lozano MD, Alvarenga MY, Pereira JF, Machado S, Velasques B, Ribeiro P, Piedade R, Anghinah R, Knyazev G, Ramos RT. Minor and unsystematic cortical topographic changes of attention correlates between modalities. PLoS One 2010; 5:e15022. [PMID: 21179421 PMCID: PMC3003700 DOI: 10.1371/journal.pone.0015022] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2010] [Accepted: 10/07/2010] [Indexed: 11/22/2022] Open
Abstract
In this study we analyzed the topography of induced cortical oscillations in 20 healthy individuals performing simple attention tasks. We were interested in qualitatively replicating our recent findings on the localization of attention-induced beta bands during a visual task [1], and verifying whether significant topographic changes would follow the change of attention to the auditory modality. We computed corrected latency averaging of each induced frequency bands, and modeled their generators by current density reconstruction with Lp-norm minimization. We quantified topographic similarity between conditions by an analysis of correlations, whereas the inter-modality significant differences in attention correlates were illustrated in each individual case. We replicated the qualitative result of highly idiosyncratic topography of attention-related activity to individuals, manifested both in the beta bands, and previously studied slow potential distributions [2]. Visual inspection of both scalp potentials and distribution of cortical currents showed minor changes in attention-related bands with respect to modality, as compared to the theta and delta bands, known to be major contributors to the sensory-related potentials. Quantitative results agreed with visual inspection, supporting to the conclusion that attention-related activity does not change much between modalities, and whatever individual changes do occur, they are not systematic in cortical localization across subjects. We discuss our results, combined with results from other studies that present individual data, with respect to the function of cortical association areas.
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Affiliation(s)
- Luis F H Basile
- Laboratory of Psychophysiology, Faculdade da Saúde, Universidade Metodista de São Paulo, São Paulo, Brazil.
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